02_RNN_LSTM_Model.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 02_RNN_LSTM_Model"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Tutorial source: https://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/\n",
    "<br> GitHub repo: https://keras.io/examples/lstm_text_generation/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load dependencies:\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os\n",
    "import re\n",
    "\n",
    "# View warnings once (or ignore)\n",
    "import warnings\n",
    "warnings.filterwarnings(action='once')\n",
    "#warnings.filterwarnings('ignore')\n",
    "\n",
    "# Show multiple results per cell\n",
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "InteractiveShell.ast_node_interactivity = \"all\"\n",
    "\n",
    "# See wider columns (for text)\n",
    "pd.set_option('max_colwidth', 500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Loading & Pre-Processing Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# To improve:\n",
    "# Select artist\n",
    "# Download all tracks\n",
    "# & then load!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>json_file_name</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>lyrics_manowar_achillesagonyandecstasyineightparts.json</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>lyrics_manowar_allmenplayon10.json</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>lyrics_manowar_allmenplayonten.json</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>lyrics_manowar_anamericantrilogy.json</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>lyrics_manowar_animals.json</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            json_file_name\n",
       "1  lyrics_manowar_achillesagonyandecstasyineightparts.json\n",
       "2                       lyrics_manowar_allmenplayon10.json\n",
       "3                      lyrics_manowar_allmenplayonten.json\n",
       "4                    lyrics_manowar_anamericantrilogy.json\n",
       "5                              lyrics_manowar_animals.json"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load lyric directory pre-downloaded with LyricsGenius package:\n",
    "files = pd.DataFrame(os.listdir(\"LyricsGenius/Manowar/\"), columns = [\"json_file_name\"])\n",
    "# Exclude non json files:\n",
    "files = files[files['json_file_name'].str.contains(\".json\")]\n",
    "# Quick preview:\n",
    "files.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Create empty archive:\n",
    "archive = pd.DataFrame([])\n",
    "# Loop through json files in directory and append to archive:\n",
    "for i in range(0, len(files)):\n",
    "    # Load raw json file:\n",
    "    raw_json = pd.read_json(\"LyricsGenius/Manowar/\"+files['json_file_name'].iloc[i])\n",
    "    # Load json dictionary as df:\n",
    "    lyrics = pd.DataFrame(raw_json['songs'][0], index = [0])\n",
    "    # Add artist:\n",
    "    lyrics['artist'] = raw_json['artist'][0]\n",
    "    # Drop undesired columns:\n",
    "    lyrics = lyrics.drop(['image', 'year'], axis=1)\n",
    "    # Append to archive:\n",
    "    archive = archive.append(lyrics)\n",
    "    # Reset index:\n",
    "    archive = archive.reset_index()\n",
    "    archive = archive.drop(['index'], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>album</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>artist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Achilles, Agony And Ecstasy In Eight Parts</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>(Prelude)\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who def...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>All Men Play On 10</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>All Men Play On Ten</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>An American Trilogy</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Animals</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        title                  album  \\\n",
       "0  Achilles, Agony And Ecstasy In Eight Parts   The Triumph Of Steel   \n",
       "1                          All Men Play On 10     Sign of the Hammer   \n",
       "2                         All Men Play On Ten     Sign of the Hammer   \n",
       "3                         An American Trilogy  Warriors of the World   \n",
       "4                                     Animals     Sign of the Hammer   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                lyrics  \\\n",
       "0  (Prelude)\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who def...   \n",
       "1  I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......   \n",
       "2  I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...   \n",
       "3  Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...   \n",
       "4  Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...   \n",
       "\n",
       "    artist  \n",
       "0  Manowar  \n",
       "1  Manowar  \n",
       "2  Manowar  \n",
       "3  Manowar  \n",
       "4  Manowar  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Quick preview:\n",
    "archive.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6        Apa (Father - Hungarian Version)\n",
       "13        Baba (Father - Turkish Version)\n",
       "40       Far (Father - Norwegian Version)\n",
       "65         Isä (Father - Finnish Version)\n",
       "85     Mon Père (Father - French Version)\n",
       "92       Ojciec (Father - Polish Version)\n",
       "94       Otac (Father - Croatian Version)\n",
       "98       Padre (Father - Italian Version)\n",
       "99       Padre (Father - Spanish Version)\n",
       "100     Pai (Father - Portuguese Version)\n",
       "115      Tată (Father - Romanian Version)\n",
       "116    Tatko (Father - Bulgarian Version)\n",
       "151       Vater (Father - German Version)\n",
       "158       Πατερα (Father - Greek Version)\n",
       "159         父 (Father - Japanese Version)\n",
       "Name: title, dtype: object"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ManoWaR specific pre-processing:\n",
    "# The track entitled \"Father\" has been recorded in multiple languages. The non-english versions below need to be removed:\n",
    "archive[archive['title'].str.contains(\"Father -\")]['title']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[6, 13, 40, 65, 85, 92, 94, 98, 99, 100, 115, 116, 151, 158, 159]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Determine indeces for non-english Father tracks (which standardised as \"Father  - * version\"):\n",
    "father = archive[archive['title'].str.contains(\"Father -\")].index.tolist()\n",
    "# See Father index:\n",
    "father\n",
    "# Exclude Father index:\n",
    "archive = archive.drop(father, axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>album</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>artist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Achilles, Agony And Ecstasy In Eight Parts</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>(Prelude)\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who def...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>All Men Play On 10</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>All Men Play On Ten</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>An American Trilogy</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Animals</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Annihilation</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>Another lie\\nTime to die\\nAnother day\\nBlown away\\n\\nAnother scam\\nShow you who I am\\nAnother day\\nBlown away\\n\\nHand of justice\\nSoon will be falling\\nVengeance thine\\nLord of steel\\nAnnihilation\\n\\nThey will never win this fight\\nWe have the power and the might\\nWe have the sacred right\\nFeel the power here tonight\\n\\nHand of justice\\nSoon will be falling\\nVengeance thine\\nLord of steel\\nAnnihilation\\n\\nLive the life we truly feel\\nFighting for the lord of steel\\nHeavy metal is my life\\nHe...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Army Of Immortals</td>\n",
       "      <td>None</td>\n",
       "      <td>Battle hymns did sound the call\\nYou came to our side\\nYou heard true metal-into glory\\nRide\\n\\nYou stood beside us the false ones\\nCried.-Your love is judgment\\nYou gave us life\\n\\nYou wait in the rain-you walk\\nThrough the snow.We give you\\nOur blood.We want you to know\\nIn our eyes you immortal-\\nIn our hearts you'll live forever-\\nIn our eyes you immortal-\\nIn our hearts you'll live forever\\n\\nWe have read your letters-\\nWe have heard your call\\nWe were brought together-\\nCause we've got...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Army Of The Dead</td>\n",
       "      <td>None</td>\n",
       "      <td>Raise thy weapons on this day\\nYe shall not die alone\\nFight and die let Valkyries fly\\nFor they shall take thee home\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\nValhalla waits so choose thy fate\\nFor all of us must die!</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Army of the Dead, Part I</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>Raise thy weapons on this day\\nYe shall not die alone\\nFight and die, let Valkyries fly\\nFor they shall take thee home\\n\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\n\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\n\\nValhalla waits, so choose thy fate\\nFor all of us must die</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Army of the Dead, Part II</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>Raise thy weapons on this day\\nYe shall not die alone\\nFight and die, let Valkyries fly\\nFor they shall take thee home\\n\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\n\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\n\\nValhalla waits, so choose thy fate\\nFor all of us must die</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Army of the Immortals</td>\n",
       "      <td>Hail to England</td>\n",
       "      <td>[Verse 1]\\nBattle hymns did sound the call\\nYou came to our side\\nYou heard true metal\\nInto glory ride\\nCome on\\n\\n[Verse 2]\\nYou stood beside us\\nThe false ones cried\\nYour love is judgement\\nYou gave us life\\nYou wait in the rain\\nYou walk through the snow\\nWe give you our blood\\nWe want you to know\\n\\n[Chorus]\\nIn our eyes you're immortal\\nIn our hearts you'll live forever\\nIn our eyes you're immortal\\nIn our hearts you'll live forever more\\n\\n[Verse 3]\\nWe have read your letters\\nWe hav...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>A Warrior’s Prayer MMXIV</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>\"Grandfather, tell me a story.\"\\n\"Oh, all right, Go and get your storybook.\"\\n\"No, no, not one of those. A real story!\"\\n\"A real story?\"\\n\"Yes! Tell me about when you were a boy!\"\\n\"Well, then, I shall have to take you back with me, a long way in time...\"\\n\\n\\nIt was my thirteenth year on a cold winter's day. As I walked through the enchanted forest, I could hear the sound of horses and men at arms\\nI felt compelled to walk on and find the place of these sounds\\nAnd when the forest did clear...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Battle Hymn</td>\n",
       "      <td>Battle Hymns</td>\n",
       "      <td>By moonlight we ride\\nTen thousand side by side\\nWith swords drawn, held high\\nOur whips and armours shine\\nHail to thee, our infantry\\nStill brave, beyond the grave\\nAll have sworn the eternal vow\\nThe time to strike is now\\n\\nKill, kill, Ohohohoh\\nKill, kill, Ohohoh\\nKill, kill, Ohohohoh\\nKill, kill, Ohohohohoh\\n\\nGone are the days when freedom shone\\nNow blood and steel meet bone\\nIn the light of the battle's way\\nThe sands of time will shade\\nHow proud our soldiers stand\\nWith mace and c...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Black Arrows</td>\n",
       "      <td>Hail to England</td>\n",
       "      <td>Let each note I know play\\nBe a black arrow of death\\nSent straight to the hearts\\nOf all those who play false metal</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Black List</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>See the writings on the wall\\nIf you can read\\nThere's a black list\\nGot one name and it's me\\nYeah, I got no invitation\\nBut I won't leave\\nGonna keep on fighting\\nFor everything that's me\\n\\nIt's my life, I'm living free\\nAin't nobody nowhere\\nGot no chains on me\\n\\nSee the writings on the wall\\nIf you can read\\nThere's a black list\\nGot one name and it's me\\nYeah, I got no invitation\\nBut I won't leave\\nGonna keep on fighting\\nFor everything that's me\\n\\nIf you don't like it\\nTough, you b...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Black Wind, Fire and Steel</td>\n",
       "      <td>Fighting the World</td>\n",
       "      <td>Full moon light's calling me\\nMy kingdom lies within\\nThe mystic soul and lion's heart\\nBrought by the talisman\\nThe ecstasy of battle takes me\\nWhere the falcons fly\\nImmortal youth was granted me\\nI will never die\\n\\nBorn of black wind, fire and steel\\nBorn of black wind, fire and steel\\nBorn to teach them all to heel\\nBorn of black wind, fire and steel\\n\\nPounded by the hammers\\nOf the giants of the world\\nI can see in darkness\\nI'm the overlord\\nSingle combat I await\\nMy shadow brings th...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Blood And Steel</td>\n",
       "      <td>The Final Battle I (EP)</td>\n",
       "      <td>My right hand is thunder, your blood's upon my soul\\nMy left hand is lightning, the gods of war bestowed\\nA blood vow was sworn, so all shall come to know\\nOn hell’s wind, I shall appear, your death will not be slow\\n\\nThis blood vow I'll carry to the grave\\nLet all who fear me know\\nI was born of black wind, fire and steel\\nThe gates of hell are my home\\n\\nBy blood and steel you will die\\n\\nMy vengeance is righteous, my souls fed by hate\\nMy brothers of metal, will you ride with us today?\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Blood Brothers</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>When the world turns you away\\nA friend will not say no\\nThere is strength that we all have\\nIt's not the strength we show\\nAnd in your darkest hour\\nIn your darkest nights\\nWhatever life will do, I am here for you\\n\\nThink of me wherever you are\\nWhen it seems like\\nYou're reaching the end\\nCall on me, know with your heart\\nOn one you can always depend\\nI am thy friend\\n\\nThough we're far away\\nThe stars above are the same\\nAnd when you feel alone\\nThere's one who shares your pain\\n\\nA true...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Blood of My Enemies</td>\n",
       "      <td>Hail to England</td>\n",
       "      <td>[Verse 1]\\nThree sons have I and they ride by my side\\nThe fierce, the black and the wicked are their names\\nWe ride down my enemies on their half-hearted flight\\nNo voice of mercy, no evangels of light\\n\\n[Verse 2]\\nMighty messengers, heathen's rage\\nWitness our coming, Gods of the death\\nI ride through the air, I laugh as I die\\nWith powers of evil, dark knowledge is mine\\nThe ride of the wicked, the first sin was trust\\nKill without warning, for blood now I lust\\n\\n[Chorus]\\nStrong winds,...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Blood of the Kings</td>\n",
       "      <td>Kings of Metal</td>\n",
       "      <td>Brothers, the battle is raging\\nChoose your side\\nSing with us the battle hymns\\nInto glory ride\\nHail to England\\nThe sign of the hammer's our guide\\nForever we're fighting the world\\nSide by side\\n\\nOn a crusade, the world we bring\\nFour kings of metal\\nFour metal kings\\nDeath to the false ones, dance on a string\\nTill the blood on your sword is\\nThe blood of a king\\nTill the blood on your hand is\\nThe blood of a king\\n\\nOur armies in England, Ireland, Scotland and Wales\\nOur brothers in B...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Blow Your Speakers</td>\n",
       "      <td>Fighting the World</td>\n",
       "      <td>I wrote a letter to the M.T.V\\nWhat's going on now?\\nDon't you care about me?\\nSent the same letter to the radio\\nBut my party went dead\\nLike a shot in the head\\n\\nWe all like it-Rock and Roll\\nWe all want it-On your show\\nPlay it loud,don't play it low\\nBlow your speakers with Rock and Roll\\n\\nWe got lots of stations\\nAround the nation\\nAnd the stuff they're playing\\nIt just ain't worth my saying\\nPeople want music to get them moving\\nWe don't want labels\\nWe want music on the table\\n\\nWe ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Born in a Grave</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>A gift of life born in a grave\\nNever to die\\nA soul that will never be saved\\nThat will never see light\\n\\nWhile the world is sleeping, we all fly\\nIn the daylight silence keeping\\nWe wait for the nights\\nWhen the day ends, life begins\\nWhen the shadows take light\\nFor hundreds of years\\nWe are your fears and we will never die\\n\\nWhen the light goes away\\nWe come out to play\\n\\nInnocence lost and a Demon within\\nForgive me, father\\nYes, I have sinned\\nI will never be holy\\nI will never be s...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Bridge of Death</td>\n",
       "      <td>Hail to England</td>\n",
       "      <td>Slowly crossing as the river runs below\\nNever stopping for what's waiting soon will show\\nAnd this last time looking back, I'll see my home\\nFor he awaits me, reaching for my soul\\n\\nHe calls my name and waves me on\\nThe fallen one, he stands in flame\\n\\nWell, the life that he has given\\nFull of riches and success has a price\\nThat I made good in blood to pay\\nAnd the light he now is showing\\nTo guide my every footstep is insurance\\nIf I falter on my way\\n\\nAnd what God has now forsaken\\nAn...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Brothers of Metal</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>Strike while the iron is hot\\nSteel is strongest, so say we all\\nAnd if we all were not brothers of metal\\nWould we fall?\\nNo\\n\\nThey tried to test our spirit\\nThey tasted steel before we were done\\nGrinding their bones\\nInto the dust of the past\\nAll blown away like a shot from a gun\\n\\nWe cast our lot together\\nFour still stand as one\\nHere we'll remain forever\\nTill our kingdoms fall\\n\\nBrothers of metal\\nWe are fighting with power and steel\\nFighting for metal, that's all that's real\\nBr...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Brothers of Metal, Part 1</td>\n",
       "      <td>None</td>\n",
       "      <td>Slowly crossing as the river runs below\\nNever stopping for whats waiting soon will slow\\nAnd this last time looking back I'll see\\nMy home for he awaits me reaching for my\\nSoul.He calls my name,and waves me on\\nThe fallen one he stands in flame\\nWell the life that he has given full of riches\\nAnd success has a price that I made good in\\nBlood to pay.And the light he now is showing\\nTo guide my every footstep is insurance if\\nI falter on my way.And what God has now\\nForsaken and man has nev...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Burning</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>We have come from the ashes\\nOf the burning away\\nPouring blood in the fire\\nOn the altar of pain\\nLed into temptation\\nNow, the black Gods align\\nHere, there is no salvation\\nAnd your blood is my wine\\n\\nHere's a world that is waiting\\nBetween the living and the dead\\nHere the flesh and its pleasure\\nAre eternally wet\\nAll is all for the taking, for a life or a lie\\nAt the end of the breaking\\nI'll be watching you die\\n\\nCrawl to the silence, renounce and deny\\nThe stars and the numbers\\nFo...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Call to Arms</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>When they see us\\nThey will run for their lives\\nTo the end, they will pay for their lies\\nSo long did we wait\\nNow we are home\\n\\nHere once again\\nThere's a battle to fight\\nGather together\\nFor the sound and the might\\nSo long did we wait\\nNow we are home\\n\\nNow we will fight for the kingdom\\nFighting with steel\\nKill all of them, their blood is our seal\\nFight till the last of the enemy is dead\\nRide through their blood\\nThat we gladly have shed\\n\\nI now issue the call\\nAre you ready to f...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Carry On</td>\n",
       "      <td>Fighting the World</td>\n",
       "      <td>The north star always guides me\\nWhen winter skies are gray\\nAnd I wait for the sun when all are one\\nI shall not betray\\nCalling at me, I'm waiting\\nWhen all are led astray\\n\\nCarry on, my sons, forever\\nCarry on, when I am gone\\nCarry on for when the day is long\\nForever carry on\\nFor as long as we're together then\\nForever carry on\\n\\nDarkness all around us\\nWe don't close our eyes\\nNo-one's gonna ground us\\nWe were born to fly\\nComing at us, no stopping\\nBorn to amplify\\n\\nCarry on, my s...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Courage</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>Some want to think hope is lost\\nSee me stand alone\\nI can't do what others may want\\nThen I'll have no home\\n\\nSo for now, wave goodbye\\nAnd leave your hands held high\\nHear this song of courage\\nLong into the night\\nSo for now, wave goodbye\\nAnd leave your hands held high\\nHear this song of courage\\nLong into the night\\n\\nAnd the wind will bear my cry\\nTo all who hope to fly\\nHear this song of courage\\nRide into the night\\n\\nBattles are fought by those\\nWith the courage to believe\\nThey ar...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Dark Avenger</td>\n",
       "      <td>Battle Hymns</td>\n",
       "      <td>He broke the laws of the elders\\nSo they plucked out his eyes\\nTook his land and fortune\\nLeft him to die\\nBound on the shoreline\\nLeft for the tide\\nSees his lifeblood leaving\\nCircling lower, the vultures fly\\n\\nHis bones may be broken\\nBut the spirit can't die\\nAnd the Gods see his anguish\\nAnd give him a sign\\n\\nFrom the floor of the ocean\\nThe ship of the lost souls rise\\nAnd they take him\\nWhere no one sleeps while the undead cry\\nWhere no one sleeps while the undead cry\\n\\nAnd in the ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>The Glory of Achilles</td>\n",
       "      <td>None</td>\n",
       "      <td>Black candles slowly burning, white fangs and flashing eyes\\nHell's wind and incantations summon living fire\\nDarkest forces and your demon's black order, black king\\nThe cult that serves the living, accept this offering\\nBlack candles slowly burning, white fangs and flashing eyes\\nHell's wind and incantations summon living fire\\nAs the seven steps aqait, hear the great bell toll\\nWith a dead man's bones conjure, the enemy of the soul\\nFrom the misery and sadness, of the molten seas of hell\\...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>The Gods Made Heavy Metal</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>In the beginning there was silence\\nAnd darkness, all across the earth\\nThen came the wind and a hole in the sky\\nThunder and lightning came crashing down\\nHit the earth and split the ground\\nFire burnt high in the sky\\n\\nFrom down below, fire melted the stone\\nThe ground shook and started to pound\\n\\nThe Gods made heavy metal\\nAnd they saw that it was good\\nThey said to play it louder than Hell\\nWe promised that we would\\nWhen losers say it's over with\\nYou know that it's a lie\\nThe Gods ma...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>The Heart of Steel MMXIV (Acoustic Intro)</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>[Joey DeMaio]\\nBuild a fire a thousand miles away to light my long way home\\nI ride a comet\\nMy trail is long to stay\\nSilence is a heavy stone...\\nI fight the world and take all they can give\\nThere are times my heart hangs low\\nBorn to walk against the wind\\nBorn to hear my name\\nNo matter where I stand I'm alone\\nStand and fight\\nLive by your heart\\nAlways one more try\\nI'm not afraid to die\\nStand and fight\\nSay what you feel\\nBorn with a heart of steel\\nBurn the bridge behind you\\nLeave...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>The Heart of Steel MMXIV (Orchestral Intro Version)</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>The Kingdom Of Steel</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>Into thy hands i commend my soul -\\nAnd thy service attend\\nJustice and truth live in the world\\nIn those we defend\\nNow is the hour upon us\\nEach one of us will decide\\nTake up the sword\\nAnd live and by your heart\\nInto glory we ride\\n\\nI am ready in mind and heart\\nI hearithe voices of the brave\\nAnd soon they'll call me\\nI will depart\\nI'll join in the battle\\nFirst in the fray\\n\\nInto the kingdom that waits in the sky\\nFire of spirit\\nSword by my side\\nIt's a good day to live\\nA good da...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>In the nights, we take flights\\nWitness the sights\\nThe power and glory of steel\\n\\nI fought and died\\nLived many lives before\\nI am immortal like my sword\\nI kneel to no-one except the lord\\nAnd my lord is steel\\n\\nIf you see me\\nYou just passed your time\\nTo the hills, can run but not hide\\nBlood and death are wherever I ride\\nArmed for battle, the lord on my side\\n\\nStand and face the lord of steel\\nThe lord of steel\\n\\nIn the eyes of the lord you have sinned\\nLet your punishment begin\\nO...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>The March</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>The Oath</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Burning embers of the second death\\nWill come in the night\\nPriests and kings, the alpha and omega\\nPoison bites\\n\\nFalse prophets and deceivers\\nSwing from the trees\\nNow, dawn the age of birds\\nDrunk with blood\\nLike lepers with disease\\n\\nLord of the sky, Mercury the guide\\nLord of the underworld\\nI swear the sacred rite\\nI will crucify, slay them with their tribe\\nHear my war cry\\n\\nThey'll find no sanctuary\\nHidden in their ancestral halls\\nLet loose the knot that binds\\nThe spirit and ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>The Power</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>I've got the power to fly into the wind\\nThe power to be free\\nTo die and live again\\nThis power's like fire, fire loves to burn\\nMake the world a grave\\nOf ashes in an urn\\n\\nThe power in the darkness\\nTo see without my sight\\nWalk among the living\\nFree of wrong and right\\nThe power of the magic\\nThe power of the spell\\nNot to serve in Heaven\\nBut one day rule in Hell\\n\\nPower, power, power, power\\nPower, power, power, power\\nPower, power, power, power\\nPower\\n\\nThis power's greater\\nThan ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>The Power of Thy Sword</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>Lord of battle, I pray on bended knees\\nConquest by the rising sun\\nI'll wait for thy command\\nWith flame and blood at hand\\nGlory and a broken sword\\n\\nI'm the master of the world\\nI have no fear of man or beast\\nBorn inside the soul of the world\\nRiding hard breaking bone\\nWith steel and stone\\nEternal might, I was born to wield\\n\\nLet us drink to the battles\\nWe've lived and we've fought\\nCelebrate the pain and havoc\\nWe have wrought\\nGreat heroes charge into the fight\\nFrom the north to ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>The Sons of Odin</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>Here to the blaze I wander\\nThrough this black night I pounder\\nThe edge of our mighty swords did clash\\nFallen by our axes, helmets smashed\\n\\nGlory and fame, blood is our name\\nSouls full of thunder, hearts of steel\\nKillers of men, of warriors' friend\\nSworn to avenge our fallen brothers\\nTo the end\\n\\nOne day too, I may fall\\nI will enter Odin's hall\\nI will die, sword in hand\\nMy name and my deeds\\nWill scorch the land\\n\\nGlory and fame, blood is our name\\nSouls full of thunder, hearts ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>The Sons of Odin (Immortal Version)</td>\n",
       "      <td>The Sons of Odin (EP)</td>\n",
       "      <td>Here to the blaze\\nI wander\\nThrough this black night\\nI pounder\\nThe edge of our mighty swords\\nDid clash\\nFallen by our axes\\nHelmets smash\\n\\nGlory and fame\\nBlood is our name\\nSouls full of thunder\\nHearts of steel\\nKillers of men\\nOf warriors friend\\nSworn to avenge our fallen brothers\\nTo the end\\n\\nOne day too\\nI may fall\\nI will enter Odin's Hall\\nI will die sword in hand\\nMy name and my deeds will\\nScorch the land\\n\\nGlory and fame\\nBlood is our name\\nSoul full of thunder\\nHearts of...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>The Sting of the Bumblebee MMXIV</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>The Warrior’s Prayer</td>\n",
       "      <td>Kings of Metal</td>\n",
       "      <td>Grandfather, tell me a story!\\nAll right, go and get your storybook\\nNo, no, not one of those, a real story!\\nA real story?\\nYes, tell me about when you were a boy\\nWell, then, I shall have to take you back with me\\nA long way in time...\\n\\nIt was my thirteenth year on a cold winter's day\\nAs I walked through the enchanted forest\\nI heard the sound of horses, and men at arms\\nI felt compelled to walk on\\nAnd find the place of these sounds\\n\\nAnd when the forest did clear\\nI was standing on a...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Thor</td>\n",
       "      <td>None</td>\n",
       "      <td>Black clouds on the horizon\\nGreat thunder and burning rain\\nHis chariot pounding\\nI heard the heavens scream his name\\n\\nI watched as he shouted\\nTo the giants that died that day\\nHe hehd up his hammer high\\nAnd called to odin for a sign\\n\\nThor the mighty, thor the brave\\nCrush the infidels in your way\\nBy your hammer let none be saved\\nLive to die on that final day\\nGods, monsters and men\\nWell die together in the end\\n\\nGod of thunder, God of rain\\nEarth shaker who feels no pain\\nThe pow...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>Thor (The Powerhead)</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Black clouds on the horizon\\nGreat thunder and burning rain\\nHis chariot pounding\\nI heard the Heavens scream his name\\n\\nI watched as he shouted\\nTo the giants who died that day\\nHe held up his hammer high\\nAnd called to Odin for a sign\\n\\nThor the mighty, Thor the brave\\nCrush the infidels in your way\\nBy your hammer let none be saved\\nLive to die on that final day\\nGods, monsters and men\\nWe'll die together in the end\\n\\nGod of thunder, God of rain\\nEarth shaker who feels no pain\\nThe pow...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>Thunder In The Sky</td>\n",
       "      <td>Thunder in the Sky</td>\n",
       "      <td>If I had a name it has long been forgotten\\nWas I ever born from who am I begotten\\nI walk into a storm white fire burns me\\nDeath in every stop\\nA world of pain that learns me\\n\\nWhen you see my eyes\\nThe ground is shaking\\nYour bones are breaking\\nWhen you see my eyes\\nThere's thunder in the sky\\nAnd soon your gonna die\\n\\nI will fight the curse\\nOf the universe that damns me\\nAm I alive or dead\\nAmong the gods and men\\nA man beast\\n\\nHammer in my hand\\nNot the son of man burns me\\nBeyond ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Thunderpick</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Thy Crown and Thy Ring MMXIV (Metal Version)</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>From a battle I've come, to a battle I ride\\nBlazing up to the sky\\nChains of fate hold a fiery stride\\nI'll see you again when I die\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\nProvidence brought us the crown and the ring\\nCovered with blood and our pride\\nHeroes await me, my enemies ride fast\\nKnowing not this ride's their last\\nSaddle my horse as I drink my last ale\\nBow, string and steel will prevail\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>Thy Crown and Thy Ring MMXIV (Orchestral Version)</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>From a battle I've come, to a battle I ride\\nBlazing up to the sky\\nChains of fate hold a fiery stride\\nI'll see you again when I die\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\nProvidence brought us the crown and the ring\\nCovered with blood and our pride\\nHeroes await me, my enemies ride fast\\nKnowing not this ride's their last\\nSaddle my horse as I drink my last ale\\nBow, string and steel will prevail\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>Thy Kingdom Come MMXIV</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>See The White Light\\nThe Light Within\\nBe Your Own Disciple\\nFan The Sparks Of Will\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n...Alright\\n\\nRays Of Power Shining\\nRays Of Magic Fall\\nOn The Golden Voice\\nThat Speaks Within Us All\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n\\nKingdom Come\\n\\nNow Feel The White Light\\nThe Light Within\\nYea It Burns A Fire\\nThat Drives A Man To Win\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n\\nKingdom Come\\n\\nWords Of Power\\nCalling To Us All\\nHol...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Today is a Good Day To Die</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>Touch the Sky</td>\n",
       "      <td>The Lord of Steel</td>\n",
       "      <td>Thunder touched my soul\\nI heard a call all should know\\nIt's my time, I'm alive\\nSome will come, some will go\\nBut most will never know\\nThat greatness lives inside\\n\\nLike the night turns into day\\nDoesn't matter what they say\\nMy will is strong as a mountain's high\\nI feel so tall, I can touch the sky\\n\\nSpeak your mind, put me down\\nSay your prayers when I'm around\\nI live the life, I'm not passing by\\n\\nShorn of hopes and dream\\nI don't buy their foolish schemes\\nI just walk on by\\n\\nI ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Valhalla</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>Violence And Bloodshed</td>\n",
       "      <td>Fighting the World</td>\n",
       "      <td>Civilization crumblin' fast\\nEnd the world with a blast\\nPeople afraid walking the streets\\nScums have their day\\n'til they run into me\\n\\nAre you ready?\\n\\nLivin' in fear ain't livin' to me\\nI'am armed with a gun defending the free\\nThey blew it in nam shot up my friends\\nI'm back in the streets the fight never ends\\n\\nI was born with a gun in my hand\\nI'll die for my country\\nBut I'll die like a man\\nViolence and bloodsheed\\nViolence and bloodsheed\\nViolence and bloodsheed\\n\\nNow we're bac...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>Warlord</td>\n",
       "      <td>Into Glory Ride</td>\n",
       "      <td>Wait, listen\\nHey, what, what's this supposed to be?\\nShe's only sixteen\\nCome here you\\nHey, she wanted it, man\\n\\nWhen you see me coming\\nFlying down the road\\nYou know I ain't afraid to lay it down\\nYeah, got me some leather\\nLeather is my skin\\nBlack and chrome flashing\\nThrough the town\\n\\nSome call me the warlord\\nCause I'm a goddamn fast machine\\nYoung and hungry\\nNot too proud and mean\\n\\nRide, ride, ride\\nI'm the warlord of the road\\nRiding, riding, riding\\nAin't never growing old\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>Warriors of the World United</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>Here our soldiers stand\\nFrom all around the world\\nWaiting in a line\\nTo hear the battle cry\\nAll are gathered here\\nVictory is near\\nThe sound will fill the hall\\nBringing power to us all\\n\\nWe alone are fighting\\nFor metal that is true\\nWe own the right, to live the fight\\nWe're here for all of you\\nNow swear the blood upon your steel\\nWill never dry\\nStand and fight together\\nBeneath the metal sky\\n\\nBrothers everywhere\\nRaise your hands into the air\\nWe're warriors, warriors of the worl...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>Wheels of Fire</td>\n",
       "      <td>Kings of Metal</td>\n",
       "      <td>Since the dawn of time\\nI've rolled across the earth\\nSpinning in the dust\\nLong before your birth\\nEating tar and gasoline\\nEvery light I see is green\\nOpen pipes\\nMy machine's triple-plated chrome\\n\\nSpirit of the wheel\\n\\nWheels of fire burn the night\\nRide across the sky\\nWheels of fire burning bright\\nWe live to ride\\n\\nMotors running\\nNow, you're gonna learn\\nWaiting on the line\\nMake your tires burn\\nFast, fast, fast, fast\\nSpeeding always kills\\nNothing else takes us to get these thr...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>William’s Tale</td>\n",
       "      <td>Battle Hymns</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>You Shall Die Before I Die</td>\n",
       "      <td>The Final Battle I (EP)</td>\n",
       "      <td>I have lived before\\nOne thousand lives or more\\nCrossed the Earth shore to shore\\nWaiting for this night\\n\\nHere to kill not fight\\nOne of us will die tonight\\nHere I am and here I'll stay\\nI will not run away\\n\\nOne of us will die today\\nThe last words you shall hear\\nI will say\\n\\nYou shall die before I die\\nYou shall die before I die\\n\\nBlood, blood, blood and pain\\nThat's my way\\nTo send your soul to hell\\nA life of lies\\nNow you'll die\\nI will live to tell\\nOne of us will die today\\nI'...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>145 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                   title  \\\n",
       "0             Achilles, Agony And Ecstasy In Eight Parts   \n",
       "1                                     All Men Play On 10   \n",
       "2                                    All Men Play On Ten   \n",
       "3                                    An American Trilogy   \n",
       "4                                                Animals   \n",
       "5                                           Annihilation   \n",
       "7                                      Army Of Immortals   \n",
       "8                                       Army Of The Dead   \n",
       "9                               Army of the Dead, Part I   \n",
       "10                             Army of the Dead, Part II   \n",
       "11                                 Army of the Immortals   \n",
       "12                              A Warrior’s Prayer MMXIV   \n",
       "14                                           Battle Hymn   \n",
       "15                                          Black Arrows   \n",
       "16                                            Black List   \n",
       "17                            Black Wind, Fire and Steel   \n",
       "18                                       Blood And Steel   \n",
       "19                                        Blood Brothers   \n",
       "20                                   Blood of My Enemies   \n",
       "21                                    Blood of the Kings   \n",
       "22                                    Blow Your Speakers   \n",
       "23                                       Born in a Grave   \n",
       "24                                       Bridge of Death   \n",
       "25                                     Brothers of Metal   \n",
       "26                             Brothers of Metal, Part 1   \n",
       "27                                               Burning   \n",
       "28                                          Call to Arms   \n",
       "29                                              Carry On   \n",
       "30                                               Courage   \n",
       "31                                          Dark Avenger   \n",
       "..                                                   ...   \n",
       "127                                The Glory of Achilles   \n",
       "128                            The Gods Made Heavy Metal   \n",
       "129            The Heart of Steel MMXIV (Acoustic Intro)   \n",
       "130  The Heart of Steel MMXIV (Orchestral Intro Version)   \n",
       "131                                 The Kingdom Of Steel   \n",
       "132                                    The Lord of Steel   \n",
       "133                                            The March   \n",
       "134                                             The Oath   \n",
       "135                                            The Power   \n",
       "136                               The Power of Thy Sword   \n",
       "137                                     The Sons of Odin   \n",
       "138                  The Sons of Odin (Immortal Version)   \n",
       "139                     The Sting of the Bumblebee MMXIV   \n",
       "140                                 The Warrior’s Prayer   \n",
       "141                                                 Thor   \n",
       "142                                 Thor (The Powerhead)   \n",
       "143                                   Thunder In The Sky   \n",
       "144                                          Thunderpick   \n",
       "145         Thy Crown and Thy Ring MMXIV (Metal Version)   \n",
       "146    Thy Crown and Thy Ring MMXIV (Orchestral Version)   \n",
       "147                               Thy Kingdom Come MMXIV   \n",
       "148                           Today is a Good Day To Die   \n",
       "149                                        Touch the Sky   \n",
       "150                                             Valhalla   \n",
       "152                               Violence And Bloodshed   \n",
       "153                                              Warlord   \n",
       "154                         Warriors of the World United   \n",
       "155                                       Wheels of Fire   \n",
       "156                                       William’s Tale   \n",
       "157                           You Shall Die Before I Die   \n",
       "\n",
       "                       album  \\\n",
       "0       The Triumph Of Steel   \n",
       "1         Sign of the Hammer   \n",
       "2         Sign of the Hammer   \n",
       "3      Warriors of the World   \n",
       "4         Sign of the Hammer   \n",
       "5          The Lord of Steel   \n",
       "7                       None   \n",
       "8                       None   \n",
       "9                Gods of War   \n",
       "10               Gods of War   \n",
       "11           Hail to England   \n",
       "12      Kings of Metal MMXIV   \n",
       "14              Battle Hymns   \n",
       "15           Hail to England   \n",
       "16         The Lord of Steel   \n",
       "17        Fighting the World   \n",
       "18   The Final Battle I (EP)   \n",
       "19               Gods of War   \n",
       "20           Hail to England   \n",
       "21            Kings of Metal   \n",
       "22        Fighting the World   \n",
       "23         The Lord of Steel   \n",
       "24           Hail to England   \n",
       "25          Louder than Hell   \n",
       "26                      None   \n",
       "27      The Triumph Of Steel   \n",
       "28     Warriors of the World   \n",
       "29        Fighting the World   \n",
       "30          Louder than Hell   \n",
       "31              Battle Hymns   \n",
       "..                       ...   \n",
       "127                     None   \n",
       "128         Louder than Hell   \n",
       "129     Kings of Metal MMXIV   \n",
       "130     Kings of Metal MMXIV   \n",
       "131        The Lord of Steel   \n",
       "132        The Lord of Steel   \n",
       "133    Warriors of the World   \n",
       "134       Sign of the Hammer   \n",
       "135         Louder than Hell   \n",
       "136     The Triumph Of Steel   \n",
       "137              Gods of War   \n",
       "138    The Sons of Odin (EP)   \n",
       "139     Kings of Metal MMXIV   \n",
       "140           Kings of Metal   \n",
       "141                     None   \n",
       "142       Sign of the Hammer   \n",
       "143       Thunder in the Sky   \n",
       "144       Sign of the Hammer   \n",
       "145     Kings of Metal MMXIV   \n",
       "146     Kings of Metal MMXIV   \n",
       "147     Kings of Metal MMXIV   \n",
       "148         Louder than Hell   \n",
       "149        The Lord of Steel   \n",
       "150    Warriors of the World   \n",
       "152       Fighting the World   \n",
       "153          Into Glory Ride   \n",
       "154    Warriors of the World   \n",
       "155           Kings of Metal   \n",
       "156             Battle Hymns   \n",
       "157  The Final Battle I (EP)   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  lyrics  \\\n",
       "0    (Prelude)\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who def...   \n",
       "1    I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......   \n",
       "2    I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...   \n",
       "3    Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...   \n",
       "4    Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...   \n",
       "5    Another lie\\nTime to die\\nAnother day\\nBlown away\\n\\nAnother scam\\nShow you who I am\\nAnother day\\nBlown away\\n\\nHand of justice\\nSoon will be falling\\nVengeance thine\\nLord of steel\\nAnnihilation\\n\\nThey will never win this fight\\nWe have the power and the might\\nWe have the sacred right\\nFeel the power here tonight\\n\\nHand of justice\\nSoon will be falling\\nVengeance thine\\nLord of steel\\nAnnihilation\\n\\nLive the life we truly feel\\nFighting for the lord of steel\\nHeavy metal is my life\\nHe...   \n",
       "7    Battle hymns did sound the call\\nYou came to our side\\nYou heard true metal-into glory\\nRide\\n\\nYou stood beside us the false ones\\nCried.-Your love is judgment\\nYou gave us life\\n\\nYou wait in the rain-you walk\\nThrough the snow.We give you\\nOur blood.We want you to know\\nIn our eyes you immortal-\\nIn our hearts you'll live forever-\\nIn our eyes you immortal-\\nIn our hearts you'll live forever\\n\\nWe have read your letters-\\nWe have heard your call\\nWe were brought together-\\nCause we've got...   \n",
       "8                                                                                                                                                  Raise thy weapons on this day\\nYe shall not die alone\\nFight and die let Valkyries fly\\nFor they shall take thee home\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\nValhalla waits so choose thy fate\\nFor all of us must die!   \n",
       "9                                                                                                                                           Raise thy weapons on this day\\nYe shall not die alone\\nFight and die, let Valkyries fly\\nFor they shall take thee home\\n\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\n\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\n\\nValhalla waits, so choose thy fate\\nFor all of us must die   \n",
       "10                                                                                                                                          Raise thy weapons on this day\\nYe shall not die alone\\nFight and die, let Valkyries fly\\nFor they shall take thee home\\n\\nI promise thee that on this night\\nYe shall be by my side\\nAsgard's halls await with heroes\\nBrothers that have died\\n\\nFor thee we wait at Asgard's gates\\nCome join us by our side\\n\\nValhalla waits, so choose thy fate\\nFor all of us must die   \n",
       "11   [Verse 1]\\nBattle hymns did sound the call\\nYou came to our side\\nYou heard true metal\\nInto glory ride\\nCome on\\n\\n[Verse 2]\\nYou stood beside us\\nThe false ones cried\\nYour love is judgement\\nYou gave us life\\nYou wait in the rain\\nYou walk through the snow\\nWe give you our blood\\nWe want you to know\\n\\n[Chorus]\\nIn our eyes you're immortal\\nIn our hearts you'll live forever\\nIn our eyes you're immortal\\nIn our hearts you'll live forever more\\n\\n[Verse 3]\\nWe have read your letters\\nWe hav...   \n",
       "12   \"Grandfather, tell me a story.\"\\n\"Oh, all right, Go and get your storybook.\"\\n\"No, no, not one of those. A real story!\"\\n\"A real story?\"\\n\"Yes! Tell me about when you were a boy!\"\\n\"Well, then, I shall have to take you back with me, a long way in time...\"\\n\\n\\nIt was my thirteenth year on a cold winter's day. As I walked through the enchanted forest, I could hear the sound of horses and men at arms\\nI felt compelled to walk on and find the place of these sounds\\nAnd when the forest did clear...   \n",
       "14   By moonlight we ride\\nTen thousand side by side\\nWith swords drawn, held high\\nOur whips and armours shine\\nHail to thee, our infantry\\nStill brave, beyond the grave\\nAll have sworn the eternal vow\\nThe time to strike is now\\n\\nKill, kill, Ohohohoh\\nKill, kill, Ohohoh\\nKill, kill, Ohohohoh\\nKill, kill, Ohohohohoh\\n\\nGone are the days when freedom shone\\nNow blood and steel meet bone\\nIn the light of the battle's way\\nThe sands of time will shade\\nHow proud our soldiers stand\\nWith mace and c...   \n",
       "15                                                                                                                                                                                                                                                                                                                                                                                                  Let each note I know play\\nBe a black arrow of death\\nSent straight to the hearts\\nOf all those who play false metal   \n",
       "16   See the writings on the wall\\nIf you can read\\nThere's a black list\\nGot one name and it's me\\nYeah, I got no invitation\\nBut I won't leave\\nGonna keep on fighting\\nFor everything that's me\\n\\nIt's my life, I'm living free\\nAin't nobody nowhere\\nGot no chains on me\\n\\nSee the writings on the wall\\nIf you can read\\nThere's a black list\\nGot one name and it's me\\nYeah, I got no invitation\\nBut I won't leave\\nGonna keep on fighting\\nFor everything that's me\\n\\nIf you don't like it\\nTough, you b...   \n",
       "17   Full moon light's calling me\\nMy kingdom lies within\\nThe mystic soul and lion's heart\\nBrought by the talisman\\nThe ecstasy of battle takes me\\nWhere the falcons fly\\nImmortal youth was granted me\\nI will never die\\n\\nBorn of black wind, fire and steel\\nBorn of black wind, fire and steel\\nBorn to teach them all to heel\\nBorn of black wind, fire and steel\\n\\nPounded by the hammers\\nOf the giants of the world\\nI can see in darkness\\nI'm the overlord\\nSingle combat I await\\nMy shadow brings th...   \n",
       "18   My right hand is thunder, your blood's upon my soul\\nMy left hand is lightning, the gods of war bestowed\\nA blood vow was sworn, so all shall come to know\\nOn hell’s wind, I shall appear, your death will not be slow\\n\\nThis blood vow I'll carry to the grave\\nLet all who fear me know\\nI was born of black wind, fire and steel\\nThe gates of hell are my home\\n\\nBy blood and steel you will die\\n\\nMy vengeance is righteous, my souls fed by hate\\nMy brothers of metal, will you ride with us today?\\n...   \n",
       "19   When the world turns you away\\nA friend will not say no\\nThere is strength that we all have\\nIt's not the strength we show\\nAnd in your darkest hour\\nIn your darkest nights\\nWhatever life will do, I am here for you\\n\\nThink of me wherever you are\\nWhen it seems like\\nYou're reaching the end\\nCall on me, know with your heart\\nOn one you can always depend\\nI am thy friend\\n\\nThough we're far away\\nThe stars above are the same\\nAnd when you feel alone\\nThere's one who shares your pain\\n\\nA true...   \n",
       "20   [Verse 1]\\nThree sons have I and they ride by my side\\nThe fierce, the black and the wicked are their names\\nWe ride down my enemies on their half-hearted flight\\nNo voice of mercy, no evangels of light\\n\\n[Verse 2]\\nMighty messengers, heathen's rage\\nWitness our coming, Gods of the death\\nI ride through the air, I laugh as I die\\nWith powers of evil, dark knowledge is mine\\nThe ride of the wicked, the first sin was trust\\nKill without warning, for blood now I lust\\n\\n[Chorus]\\nStrong winds,...   \n",
       "21   Brothers, the battle is raging\\nChoose your side\\nSing with us the battle hymns\\nInto glory ride\\nHail to England\\nThe sign of the hammer's our guide\\nForever we're fighting the world\\nSide by side\\n\\nOn a crusade, the world we bring\\nFour kings of metal\\nFour metal kings\\nDeath to the false ones, dance on a string\\nTill the blood on your sword is\\nThe blood of a king\\nTill the blood on your hand is\\nThe blood of a king\\n\\nOur armies in England, Ireland, Scotland and Wales\\nOur brothers in B...   \n",
       "22   I wrote a letter to the M.T.V\\nWhat's going on now?\\nDon't you care about me?\\nSent the same letter to the radio\\nBut my party went dead\\nLike a shot in the head\\n\\nWe all like it-Rock and Roll\\nWe all want it-On your show\\nPlay it loud,don't play it low\\nBlow your speakers with Rock and Roll\\n\\nWe got lots of stations\\nAround the nation\\nAnd the stuff they're playing\\nIt just ain't worth my saying\\nPeople want music to get them moving\\nWe don't want labels\\nWe want music on the table\\n\\nWe ...   \n",
       "23   A gift of life born in a grave\\nNever to die\\nA soul that will never be saved\\nThat will never see light\\n\\nWhile the world is sleeping, we all fly\\nIn the daylight silence keeping\\nWe wait for the nights\\nWhen the day ends, life begins\\nWhen the shadows take light\\nFor hundreds of years\\nWe are your fears and we will never die\\n\\nWhen the light goes away\\nWe come out to play\\n\\nInnocence lost and a Demon within\\nForgive me, father\\nYes, I have sinned\\nI will never be holy\\nI will never be s...   \n",
       "24   Slowly crossing as the river runs below\\nNever stopping for what's waiting soon will show\\nAnd this last time looking back, I'll see my home\\nFor he awaits me, reaching for my soul\\n\\nHe calls my name and waves me on\\nThe fallen one, he stands in flame\\n\\nWell, the life that he has given\\nFull of riches and success has a price\\nThat I made good in blood to pay\\nAnd the light he now is showing\\nTo guide my every footstep is insurance\\nIf I falter on my way\\n\\nAnd what God has now forsaken\\nAn...   \n",
       "25   Strike while the iron is hot\\nSteel is strongest, so say we all\\nAnd if we all were not brothers of metal\\nWould we fall?\\nNo\\n\\nThey tried to test our spirit\\nThey tasted steel before we were done\\nGrinding their bones\\nInto the dust of the past\\nAll blown away like a shot from a gun\\n\\nWe cast our lot together\\nFour still stand as one\\nHere we'll remain forever\\nTill our kingdoms fall\\n\\nBrothers of metal\\nWe are fighting with power and steel\\nFighting for metal, that's all that's real\\nBr...   \n",
       "26   Slowly crossing as the river runs below\\nNever stopping for whats waiting soon will slow\\nAnd this last time looking back I'll see\\nMy home for he awaits me reaching for my\\nSoul.He calls my name,and waves me on\\nThe fallen one he stands in flame\\nWell the life that he has given full of riches\\nAnd success has a price that I made good in\\nBlood to pay.And the light he now is showing\\nTo guide my every footstep is insurance if\\nI falter on my way.And what God has now\\nForsaken and man has nev...   \n",
       "27   We have come from the ashes\\nOf the burning away\\nPouring blood in the fire\\nOn the altar of pain\\nLed into temptation\\nNow, the black Gods align\\nHere, there is no salvation\\nAnd your blood is my wine\\n\\nHere's a world that is waiting\\nBetween the living and the dead\\nHere the flesh and its pleasure\\nAre eternally wet\\nAll is all for the taking, for a life or a lie\\nAt the end of the breaking\\nI'll be watching you die\\n\\nCrawl to the silence, renounce and deny\\nThe stars and the numbers\\nFo...   \n",
       "28   When they see us\\nThey will run for their lives\\nTo the end, they will pay for their lies\\nSo long did we wait\\nNow we are home\\n\\nHere once again\\nThere's a battle to fight\\nGather together\\nFor the sound and the might\\nSo long did we wait\\nNow we are home\\n\\nNow we will fight for the kingdom\\nFighting with steel\\nKill all of them, their blood is our seal\\nFight till the last of the enemy is dead\\nRide through their blood\\nThat we gladly have shed\\n\\nI now issue the call\\nAre you ready to f...   \n",
       "29   The north star always guides me\\nWhen winter skies are gray\\nAnd I wait for the sun when all are one\\nI shall not betray\\nCalling at me, I'm waiting\\nWhen all are led astray\\n\\nCarry on, my sons, forever\\nCarry on, when I am gone\\nCarry on for when the day is long\\nForever carry on\\nFor as long as we're together then\\nForever carry on\\n\\nDarkness all around us\\nWe don't close our eyes\\nNo-one's gonna ground us\\nWe were born to fly\\nComing at us, no stopping\\nBorn to amplify\\n\\nCarry on, my s...   \n",
       "30   Some want to think hope is lost\\nSee me stand alone\\nI can't do what others may want\\nThen I'll have no home\\n\\nSo for now, wave goodbye\\nAnd leave your hands held high\\nHear this song of courage\\nLong into the night\\nSo for now, wave goodbye\\nAnd leave your hands held high\\nHear this song of courage\\nLong into the night\\n\\nAnd the wind will bear my cry\\nTo all who hope to fly\\nHear this song of courage\\nRide into the night\\n\\nBattles are fought by those\\nWith the courage to believe\\nThey ar...   \n",
       "31   He broke the laws of the elders\\nSo they plucked out his eyes\\nTook his land and fortune\\nLeft him to die\\nBound on the shoreline\\nLeft for the tide\\nSees his lifeblood leaving\\nCircling lower, the vultures fly\\n\\nHis bones may be broken\\nBut the spirit can't die\\nAnd the Gods see his anguish\\nAnd give him a sign\\n\\nFrom the floor of the ocean\\nThe ship of the lost souls rise\\nAnd they take him\\nWhere no one sleeps while the undead cry\\nWhere no one sleeps while the undead cry\\n\\nAnd in the ...   \n",
       "..                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   ...   \n",
       "127  Black candles slowly burning, white fangs and flashing eyes\\nHell's wind and incantations summon living fire\\nDarkest forces and your demon's black order, black king\\nThe cult that serves the living, accept this offering\\nBlack candles slowly burning, white fangs and flashing eyes\\nHell's wind and incantations summon living fire\\nAs the seven steps aqait, hear the great bell toll\\nWith a dead man's bones conjure, the enemy of the soul\\nFrom the misery and sadness, of the molten seas of hell\\...   \n",
       "128  In the beginning there was silence\\nAnd darkness, all across the earth\\nThen came the wind and a hole in the sky\\nThunder and lightning came crashing down\\nHit the earth and split the ground\\nFire burnt high in the sky\\n\\nFrom down below, fire melted the stone\\nThe ground shook and started to pound\\n\\nThe Gods made heavy metal\\nAnd they saw that it was good\\nThey said to play it louder than Hell\\nWe promised that we would\\nWhen losers say it's over with\\nYou know that it's a lie\\nThe Gods ma...   \n",
       "129  [Joey DeMaio]\\nBuild a fire a thousand miles away to light my long way home\\nI ride a comet\\nMy trail is long to stay\\nSilence is a heavy stone...\\nI fight the world and take all they can give\\nThere are times my heart hangs low\\nBorn to walk against the wind\\nBorn to hear my name\\nNo matter where I stand I'm alone\\nStand and fight\\nLive by your heart\\nAlways one more try\\nI'm not afraid to die\\nStand and fight\\nSay what you feel\\nBorn with a heart of steel\\nBurn the bridge behind you\\nLeave...   \n",
       "130                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "131  Into thy hands i commend my soul -\\nAnd thy service attend\\nJustice and truth live in the world\\nIn those we defend\\nNow is the hour upon us\\nEach one of us will decide\\nTake up the sword\\nAnd live and by your heart\\nInto glory we ride\\n\\nI am ready in mind and heart\\nI hearithe voices of the brave\\nAnd soon they'll call me\\nI will depart\\nI'll join in the battle\\nFirst in the fray\\n\\nInto the kingdom that waits in the sky\\nFire of spirit\\nSword by my side\\nIt's a good day to live\\nA good da...   \n",
       "132  In the nights, we take flights\\nWitness the sights\\nThe power and glory of steel\\n\\nI fought and died\\nLived many lives before\\nI am immortal like my sword\\nI kneel to no-one except the lord\\nAnd my lord is steel\\n\\nIf you see me\\nYou just passed your time\\nTo the hills, can run but not hide\\nBlood and death are wherever I ride\\nArmed for battle, the lord on my side\\n\\nStand and face the lord of steel\\nThe lord of steel\\n\\nIn the eyes of the lord you have sinned\\nLet your punishment begin\\nO...   \n",
       "133                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "134  Burning embers of the second death\\nWill come in the night\\nPriests and kings, the alpha and omega\\nPoison bites\\n\\nFalse prophets and deceivers\\nSwing from the trees\\nNow, dawn the age of birds\\nDrunk with blood\\nLike lepers with disease\\n\\nLord of the sky, Mercury the guide\\nLord of the underworld\\nI swear the sacred rite\\nI will crucify, slay them with their tribe\\nHear my war cry\\n\\nThey'll find no sanctuary\\nHidden in their ancestral halls\\nLet loose the knot that binds\\nThe spirit and ...   \n",
       "135  I've got the power to fly into the wind\\nThe power to be free\\nTo die and live again\\nThis power's like fire, fire loves to burn\\nMake the world a grave\\nOf ashes in an urn\\n\\nThe power in the darkness\\nTo see without my sight\\nWalk among the living\\nFree of wrong and right\\nThe power of the magic\\nThe power of the spell\\nNot to serve in Heaven\\nBut one day rule in Hell\\n\\nPower, power, power, power\\nPower, power, power, power\\nPower, power, power, power\\nPower\\n\\nThis power's greater\\nThan ...   \n",
       "136  Lord of battle, I pray on bended knees\\nConquest by the rising sun\\nI'll wait for thy command\\nWith flame and blood at hand\\nGlory and a broken sword\\n\\nI'm the master of the world\\nI have no fear of man or beast\\nBorn inside the soul of the world\\nRiding hard breaking bone\\nWith steel and stone\\nEternal might, I was born to wield\\n\\nLet us drink to the battles\\nWe've lived and we've fought\\nCelebrate the pain and havoc\\nWe have wrought\\nGreat heroes charge into the fight\\nFrom the north to ...   \n",
       "137  Here to the blaze I wander\\nThrough this black night I pounder\\nThe edge of our mighty swords did clash\\nFallen by our axes, helmets smashed\\n\\nGlory and fame, blood is our name\\nSouls full of thunder, hearts of steel\\nKillers of men, of warriors' friend\\nSworn to avenge our fallen brothers\\nTo the end\\n\\nOne day too, I may fall\\nI will enter Odin's hall\\nI will die, sword in hand\\nMy name and my deeds\\nWill scorch the land\\n\\nGlory and fame, blood is our name\\nSouls full of thunder, hearts ...   \n",
       "138  Here to the blaze\\nI wander\\nThrough this black night\\nI pounder\\nThe edge of our mighty swords\\nDid clash\\nFallen by our axes\\nHelmets smash\\n\\nGlory and fame\\nBlood is our name\\nSouls full of thunder\\nHearts of steel\\nKillers of men\\nOf warriors friend\\nSworn to avenge our fallen brothers\\nTo the end\\n\\nOne day too\\nI may fall\\nI will enter Odin's Hall\\nI will die sword in hand\\nMy name and my deeds will\\nScorch the land\\n\\nGlory and fame\\nBlood is our name\\nSoul full of thunder\\nHearts of...   \n",
       "139                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "140  Grandfather, tell me a story!\\nAll right, go and get your storybook\\nNo, no, not one of those, a real story!\\nA real story?\\nYes, tell me about when you were a boy\\nWell, then, I shall have to take you back with me\\nA long way in time...\\n\\nIt was my thirteenth year on a cold winter's day\\nAs I walked through the enchanted forest\\nI heard the sound of horses, and men at arms\\nI felt compelled to walk on\\nAnd find the place of these sounds\\n\\nAnd when the forest did clear\\nI was standing on a...   \n",
       "141  Black clouds on the horizon\\nGreat thunder and burning rain\\nHis chariot pounding\\nI heard the heavens scream his name\\n\\nI watched as he shouted\\nTo the giants that died that day\\nHe hehd up his hammer high\\nAnd called to odin for a sign\\n\\nThor the mighty, thor the brave\\nCrush the infidels in your way\\nBy your hammer let none be saved\\nLive to die on that final day\\nGods, monsters and men\\nWell die together in the end\\n\\nGod of thunder, God of rain\\nEarth shaker who feels no pain\\nThe pow...   \n",
       "142  Black clouds on the horizon\\nGreat thunder and burning rain\\nHis chariot pounding\\nI heard the Heavens scream his name\\n\\nI watched as he shouted\\nTo the giants who died that day\\nHe held up his hammer high\\nAnd called to Odin for a sign\\n\\nThor the mighty, Thor the brave\\nCrush the infidels in your way\\nBy your hammer let none be saved\\nLive to die on that final day\\nGods, monsters and men\\nWe'll die together in the end\\n\\nGod of thunder, God of rain\\nEarth shaker who feels no pain\\nThe pow...   \n",
       "143  If I had a name it has long been forgotten\\nWas I ever born from who am I begotten\\nI walk into a storm white fire burns me\\nDeath in every stop\\nA world of pain that learns me\\n\\nWhen you see my eyes\\nThe ground is shaking\\nYour bones are breaking\\nWhen you see my eyes\\nThere's thunder in the sky\\nAnd soon your gonna die\\n\\nI will fight the curse\\nOf the universe that damns me\\nAm I alive or dead\\nAmong the gods and men\\nA man beast\\n\\nHammer in my hand\\nNot the son of man burns me\\nBeyond ...   \n",
       "144                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "145  From a battle I've come, to a battle I ride\\nBlazing up to the sky\\nChains of fate hold a fiery stride\\nI'll see you again when I die\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\nProvidence brought us the crown and the ring\\nCovered with blood and our pride\\nHeroes await me, my enemies ride fast\\nKnowing not this ride's their last\\nSaddle my horse as I drink my last ale\\nBow, string and steel will prevail\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\n...   \n",
       "146  From a battle I've come, to a battle I ride\\nBlazing up to the sky\\nChains of fate hold a fiery stride\\nI'll see you again when I die\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\nProvidence brought us the crown and the ring\\nCovered with blood and our pride\\nHeroes await me, my enemies ride fast\\nKnowing not this ride's their last\\nSaddle my horse as I drink my last ale\\nBow, string and steel will prevail\\nHigh and mighty, alone we are Kings\\nWhirlwinds of fire we ride\\n...   \n",
       "147  See The White Light\\nThe Light Within\\nBe Your Own Disciple\\nFan The Sparks Of Will\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n...Alright\\n\\nRays Of Power Shining\\nRays Of Magic Fall\\nOn The Golden Voice\\nThat Speaks Within Us All\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n\\nKingdom Come\\n\\nNow Feel The White Light\\nThe Light Within\\nYea It Burns A Fire\\nThat Drives A Man To Win\\nFor All Of Us Waiting\\nYour Kingdom Will Come\\n\\nKingdom Come\\n\\nWords Of Power\\nCalling To Us All\\nHol...   \n",
       "148                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "149  Thunder touched my soul\\nI heard a call all should know\\nIt's my time, I'm alive\\nSome will come, some will go\\nBut most will never know\\nThat greatness lives inside\\n\\nLike the night turns into day\\nDoesn't matter what they say\\nMy will is strong as a mountain's high\\nI feel so tall, I can touch the sky\\n\\nSpeak your mind, put me down\\nSay your prayers when I'm around\\nI live the life, I'm not passing by\\n\\nShorn of hopes and dream\\nI don't buy their foolish schemes\\nI just walk on by\\n\\nI ...   \n",
       "150                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "152  Civilization crumblin' fast\\nEnd the world with a blast\\nPeople afraid walking the streets\\nScums have their day\\n'til they run into me\\n\\nAre you ready?\\n\\nLivin' in fear ain't livin' to me\\nI'am armed with a gun defending the free\\nThey blew it in nam shot up my friends\\nI'm back in the streets the fight never ends\\n\\nI was born with a gun in my hand\\nI'll die for my country\\nBut I'll die like a man\\nViolence and bloodsheed\\nViolence and bloodsheed\\nViolence and bloodsheed\\n\\nNow we're bac...   \n",
       "153  Wait, listen\\nHey, what, what's this supposed to be?\\nShe's only sixteen\\nCome here you\\nHey, she wanted it, man\\n\\nWhen you see me coming\\nFlying down the road\\nYou know I ain't afraid to lay it down\\nYeah, got me some leather\\nLeather is my skin\\nBlack and chrome flashing\\nThrough the town\\n\\nSome call me the warlord\\nCause I'm a goddamn fast machine\\nYoung and hungry\\nNot too proud and mean\\n\\nRide, ride, ride\\nI'm the warlord of the road\\nRiding, riding, riding\\nAin't never growing old\\n...   \n",
       "154  Here our soldiers stand\\nFrom all around the world\\nWaiting in a line\\nTo hear the battle cry\\nAll are gathered here\\nVictory is near\\nThe sound will fill the hall\\nBringing power to us all\\n\\nWe alone are fighting\\nFor metal that is true\\nWe own the right, to live the fight\\nWe're here for all of you\\nNow swear the blood upon your steel\\nWill never dry\\nStand and fight together\\nBeneath the metal sky\\n\\nBrothers everywhere\\nRaise your hands into the air\\nWe're warriors, warriors of the worl...   \n",
       "155  Since the dawn of time\\nI've rolled across the earth\\nSpinning in the dust\\nLong before your birth\\nEating tar and gasoline\\nEvery light I see is green\\nOpen pipes\\nMy machine's triple-plated chrome\\n\\nSpirit of the wheel\\n\\nWheels of fire burn the night\\nRide across the sky\\nWheels of fire burning bright\\nWe live to ride\\n\\nMotors running\\nNow, you're gonna learn\\nWaiting on the line\\nMake your tires burn\\nFast, fast, fast, fast\\nSpeeding always kills\\nNothing else takes us to get these thr...   \n",
       "156                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       [Instrumental]   \n",
       "157  I have lived before\\nOne thousand lives or more\\nCrossed the Earth shore to shore\\nWaiting for this night\\n\\nHere to kill not fight\\nOne of us will die tonight\\nHere I am and here I'll stay\\nI will not run away\\n\\nOne of us will die today\\nThe last words you shall hear\\nI will say\\n\\nYou shall die before I die\\nYou shall die before I die\\n\\nBlood, blood, blood and pain\\nThat's my way\\nTo send your soul to hell\\nA life of lies\\nNow you'll die\\nI will live to tell\\nOne of us will die today\\nI'...   \n",
       "\n",
       "      artist  \n",
       "0    Manowar  \n",
       "1    Manowar  \n",
       "2    Manowar  \n",
       "3    Manowar  \n",
       "4    Manowar  \n",
       "5    Manowar  \n",
       "7    Manowar  \n",
       "8    Manowar  \n",
       "9    Manowar  \n",
       "10   Manowar  \n",
       "11   Manowar  \n",
       "12   Manowar  \n",
       "14   Manowar  \n",
       "15   Manowar  \n",
       "16   Manowar  \n",
       "17   Manowar  \n",
       "18   Manowar  \n",
       "19   Manowar  \n",
       "20   Manowar  \n",
       "21   Manowar  \n",
       "22   Manowar  \n",
       "23   Manowar  \n",
       "24   Manowar  \n",
       "25   Manowar  \n",
       "26   Manowar  \n",
       "27   Manowar  \n",
       "28   Manowar  \n",
       "29   Manowar  \n",
       "30   Manowar  \n",
       "31   Manowar  \n",
       "..       ...  \n",
       "127  Manowar  \n",
       "128  Manowar  \n",
       "129  Manowar  \n",
       "130  Manowar  \n",
       "131  Manowar  \n",
       "132  Manowar  \n",
       "133  Manowar  \n",
       "134  Manowar  \n",
       "135  Manowar  \n",
       "136  Manowar  \n",
       "137  Manowar  \n",
       "138  Manowar  \n",
       "139  Manowar  \n",
       "140  Manowar  \n",
       "141  Manowar  \n",
       "142  Manowar  \n",
       "143  Manowar  \n",
       "144  Manowar  \n",
       "145  Manowar  \n",
       "146  Manowar  \n",
       "147  Manowar  \n",
       "148  Manowar  \n",
       "149  Manowar  \n",
       "150  Manowar  \n",
       "152  Manowar  \n",
       "153  Manowar  \n",
       "154  Manowar  \n",
       "155  Manowar  \n",
       "156  Manowar  \n",
       "157  Manowar  \n",
       "\n",
       "[145 rows x 4 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check for additional pre-processing requirements:\n",
    "archive"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>album</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>artist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Drums Of Doom</td>\n",
       "      <td>Fighting the World</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>March of the Heroes into Valhalla</td>\n",
       "      <td>The Final Battle I (EP)</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>My Spirit Lives On</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Overture To Odin</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Overture To The Hymn Of The Immortal Warriors</td>\n",
       "      <td>Gods of War</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Sting of the Bumblebee</td>\n",
       "      <td>Kings of Metal</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>The Heart of Steel MMXIV (Orchestral Intro Version)</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>The March</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>The Sting of the Bumblebee MMXIV</td>\n",
       "      <td>Kings of Metal MMXIV</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>Thunderpick</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>Today is a Good Day To Die</td>\n",
       "      <td>Louder than Hell</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>Valhalla</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>William’s Tale</td>\n",
       "      <td>Battle Hymns</td>\n",
       "      <td>[Instrumental]</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                   title  \\\n",
       "36                                         Drums Of Doom   \n",
       "80                     March of the Heroes into Valhalla   \n",
       "87                                    My Spirit Lives On   \n",
       "96                                      Overture To Odin   \n",
       "97         Overture To The Hymn Of The Immortal Warriors   \n",
       "112                               Sting of the Bumblebee   \n",
       "130  The Heart of Steel MMXIV (Orchestral Intro Version)   \n",
       "133                                            The March   \n",
       "139                     The Sting of the Bumblebee MMXIV   \n",
       "144                                          Thunderpick   \n",
       "148                           Today is a Good Day To Die   \n",
       "150                                             Valhalla   \n",
       "156                                       William’s Tale   \n",
       "\n",
       "                       album          lyrics   artist  \n",
       "36        Fighting the World  [Instrumental]  Manowar  \n",
       "80   The Final Battle I (EP)  [Instrumental]  Manowar  \n",
       "87          Louder than Hell  [Instrumental]  Manowar  \n",
       "96               Gods of War  [Instrumental]  Manowar  \n",
       "97               Gods of War  [Instrumental]  Manowar  \n",
       "112           Kings of Metal  [Instrumental]  Manowar  \n",
       "130     Kings of Metal MMXIV  [Instrumental]  Manowar  \n",
       "133    Warriors of the World  [Instrumental]  Manowar  \n",
       "139     Kings of Metal MMXIV  [Instrumental]  Manowar  \n",
       "144       Sign of the Hammer  [Instrumental]  Manowar  \n",
       "148         Louder than Hell  [Instrumental]  Manowar  \n",
       "150    Warriors of the World  [Instrumental]  Manowar  \n",
       "156             Battle Hymns  [Instrumental]  Manowar  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Some tracks are instrumental with lyrics entered as: [Instrumental]\n",
    "# (normally the LyricsGenius package picks this up but apaprently it's not fail-safe)\n",
    "archive[archive['lyrics']==(\"[Instrumental]\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Remove instrumental tracks:\n",
    "instrumentals = archive[archive['lyrics']==(\"[Instrumental]\")].index.tolist()\n",
    "archive = archive.drop(instrumentals, axis=0)\n",
    "# Reset index:\n",
    "archive = archive.reset_index()\n",
    "archive = archive.drop(['index'], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"(Prelude)\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who defy\\nI spare not the hammer, I spare not the sword\\nThis day will ring with my name\\nNone have to chase me, let he who will face me\\nKill me or die by the sword\\n\\nII THE DEATH OF PATROCLUS\\nOh friend of mine, how to say goodbye?\\nThis was your time, but the armor you wore was mine\\nI will not rest until Hector's blood is spilled\\nHis bones will all be broken, dragged across the field\\nThis, dear friend, is how we'll say goodbye\\nUntil we meet in the sky\\n\\nIII FUNERAL MARCH\\n(Instrumental Part)\\n\\nIV ARMOR OF THE GODS\\n(Instrumental Part)\\n\\nV HECTOR'S FINAL HOUR\\nHere inside the walls of Troy, the Gods weigh my fate\\nFrom this day do I abstain, to a memory of hate\\nTo pay for all the blood that spilled\\nMany thousands I did kill\\nNo walls can contain the Gods' almighty will\\n\\nI hear the silent voices, I cannot hide\\nThe Gods leave no choices, so we all must die\\nOh Achilles, let thy arrows fly, into the wind\\nWhere eagles cross the sky\\nToday my mortal blood will mix with sand\\nIt was foretold I will die by thy hand\\nInto Hades my soul descend\\n\\nVI DEATH HECTOR'S REWARD\\nCowards in the grip of fear, no valor to uphold\\nCut into the earth, with honor long been sold\\nFor all shall come to know me\\nAs they fall unto their knees\\nZeus the Thunderer, control my destiny\\n\\nWhen the cards of life were dealt\\nMy hand a ruthless fate\\nTo avenge and bringeth fury\\nHector, feel my hate\\nA bloodbath I was born to bring, by birth I'm an assassin\\nTo cut the cord of life and death\\nTies to earth unfasten\\n\\nBlood and fire, death and hate\\nYour body I will desecrate\\nDogs and vultures eat your flesh\\nThe Hall of Hades waits\\nKill...\\n\\nHector's blood lies on the battlefield\\nHis body's mangled wounds\\nThe Gods who once protected him are now his Gods of doom\\nLike a tower standing tall, steadfast in direction\\nI fall upon you bringing death, the Gods give no protection\\n\\nCowards in the grip of fear, no valor to uphold\\nCut into the earth, with honor long been sold\\nFor all shall come to know me\\nAs they fall unto their knees\\nZeus the Thunderer, control my destiny\\n\\nBlood and fire death and hate\\nYour body I will desecrate\\nDogs and vultures eat your flesh\\nThe Hall of Hades waits\\nDie...\\n\\nVII THE DESECRATION OF HECTOR'S BODY\\n(Instrumental Part)\\n\\nVIII THE GLORY OF ACHILLES\\nThe oath of the Gods, this day was fulfilled\\nIn the heat of the battle, Hector was killed\\nSee him Patroclus, down in the dust\\nRejoice in his death my symbol of trust\\n\\nA dozen highborn youths have been killed\\nCutting their throats, their blood was all spilled\\nTheir bodies set at the foot of your fire\\nWith oxen, sheep and two of your hounds\\n\\nYour funeral pyre high off the ground\\nHector's body dragged three times around\\nI will carry the torch to your funeral pyre\\nI will ask of the wind to send high your fire\\n\\nHector's blood will not be washed from my body\\nUntil your body is burned\\nA prophecy spoken, a promise fulfilled\\nMore blood will be spilled, more will be killed\""
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "\"[Verse 1]\\nWhen they come, I'll be ready\\nI hear their voices inside\\nThe stars in the Heavens are moving\\nSoon, they will align\\n\\n[Pre-Chorus]\\nThor, God of thunder\\nLet me die with a sword in my hand\\nRaise your hands, swords in the wind\\nBrothers of metal, together again\\nWith blood in our voices we ride\\nWe'll fight till we win or we'll fight until we die\\n\\n[Chorus]\\nGods of thunder, fire and rain\\nCut into the earth till none shall remain\\nSons of Demons, I command you to fly\\nRide on from Hell into the sky\\nWe'll fight until we die\\n\\n[Verse 1]\\n[Pre-Chorus]\\n[Chorus]\\n\\nGods of thunder, fire and rain\\nCut into the earth where none shall remain\\nSons of Demons, I command you to fly\\nRide on from Hell into the sky\\nWe'll fight until, fight until, fight until we die\\n\\n[Outro] (4x)\\nSons of Demons, I command you to fly\\nFight\""
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Some lyrics contain track composition information stored within parantheses or square brackets, as seen in the examples below:\n",
    "archive['lyrics'][0]\n",
    "archive['lyrics'][40]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<>:3: DeprecationWarning: invalid escape sequence \\(\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>album</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>artist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Achilles, Agony And Ecstasy In Eight Parts</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>\\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who defy\\nI spar...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>All Men Play On 10</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>All Men Play On Ten</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>An American Trilogy</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Animals</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        title                  album  \\\n",
       "0  Achilles, Agony And Ecstasy In Eight Parts   The Triumph Of Steel   \n",
       "1                          All Men Play On 10     Sign of the Hammer   \n",
       "2                         All Men Play On Ten     Sign of the Hammer   \n",
       "3                         An American Trilogy  Warriors of the World   \n",
       "4                                     Animals     Sign of the Hammer   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                lyrics  \\\n",
       "0  \\n\\nI HECTOR STORMS THE WALL\\nSee my chariot, run to your ships\\nI'll drive you back to the sea\\nYou came here for gold, the wall will not hold\\nThis day was promised to me\\nThe Gods are my shield, my fate has been sealed\\nLightning and javelins fly\\nSoon many will fall, we are storming the wall\\nStones fall like snow from the sky\\n\\nWe will pay with our glory in the fire of battle\\nZeus, today is mine\\nKilling all in my way like sheep and like cattle\\nSmashing skulls of all who defy\\nI spar...   \n",
       "1  I made a rock'n'roll sin\\nWhen I tried givin' in to\\nMake money had to turn down low\\nThey said, \"Why be proud, don't play so loud\\nBe like us and get a sound that's real thin\\nWear a polyester suit, act happy look cute\\nGet a haircut and buy small gear\"\\nThat's when I turned to them and said\\n\"Hold it, right there!\"\\n\\nWell it's more to me than just a job\\nAnd while I'm playin' you won't get robbed\\nNobody tells a man how to play\\nIt just ain't that way hey, hey, hey\\nCan you hear me say......   \n",
       "2  I made a rock n' roll sin, when I tried giving in\\nTo make money had to turn down low\\nThey said, \"why be proud, don't play so loud, be like us\\nAnd get A sound that's real thin\\nWear A polyester suit, act happy, look cute, get A haircut\\nAnd buy small gear\"\\nThat's when I turned to them and said, hold it, right there\\nWell it's more to me than just A job, and while I'm playin'\\nYou won't get robbed\\nNobody tells A man how to play, it just ain't that way\\nHey, hey, hey, can you hear me say\\n...   \n",
       "3  Oh, I wish, I was in the land of cotton\\nOld times they are not forgotten\\nLook away, look away, look away Dixie land\\n\\nOh, I wish, I was in Dixie away, away\\nIn Dixie land I'll take my stand\\nTo live and die in Dixie\\n\\nDixie land where I was born\\nEarly Lord, one frosty morning\\nLook away, look away, look away Dixie land\\n\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nGlory, glory, Hallelujah\\nThis truth is marching on\\n\\nSo hush little baby, don't you cry\\nYou know your daddy's bo...   \n",
       "4  Hear the call of the wild in us all\\nIt waits for the night to fall\\nI'm getting hot, I'm ready for the night\\nNo holdin' back, let's ball\\nI'm gonna give all you can take all night\\nAnd leave you in the morning feeling right\\n\\nI'm an animal, there's an animal in me\\nGonna set it free\\nI'm an animal, there's an animal in me\\nGonna set it free\\n\\nI've been looking, you've been watching the side\\nThere's somethings you just can't hide\\nOh, your getting wet, your working up a sweat\\nYour hairs...   \n",
       "\n",
       "    artist  \n",
       "0  Manowar  \n",
       "1  Manowar  \n",
       "2  Manowar  \n",
       "3  Manowar  \n",
       "4  Manowar  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# remove these paranthesis and square brackets:\n",
    "for i in range(0, len(archive)):\n",
    "    archive['lyrics'][i] = re.sub(\"[\\(\\[].*?[\\)\\]]\", \"\", archive['lyrics'][i])\n",
    "# Quick preview\n",
    "archive.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>album</th>\n",
       "      <th>lyrics</th>\n",
       "      <th>artist</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Achilles, Agony And Ecstasy In Eight Parts</td>\n",
       "      <td>The Triumph Of Steel</td>\n",
       "      <td>I HECTOR STORMS THE WALL See my chariot, run to your ships I'll drive you back to the sea You came here for gold, the wall will not hold This day was promised to me The Gods are my shield, my fate has been sealed Lightning and javelins fly Soon many will fall, we are storming the wall Stones fall like snow from the sky  We will pay with our glory in the fire of battle Zeus, today is mine Killing all in my way like sheep and like cattle Smashing skulls of all who defy I spare not the hammer...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>All Men Play On 10</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock'n'roll sin When I tried givin' in to Make money had to turn down low They said, \"Why be proud, don't play so loud Be like us and get a sound that's real thin Wear a polyester suit, act happy look cute Get a haircut and buy small gear\" That's when I turned to them and said \"Hold it, right there!\"  Well it's more to me than just a job And while I'm playin' you won't get robbed Nobody tells a man how to play It just ain't that way hey, hey, hey Can you hear me say...  All men play...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>All Men Play On Ten</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>I made a rock n' roll sin, when I tried giving in To make money had to turn down low They said, \"why be proud, don't play so loud, be like us And get A sound that's real thin Wear A polyester suit, act happy, look cute, get A haircut And buy small gear\" That's when I turned to them and said, hold it, right there Well it's more to me than just A job, and while I'm playin' You won't get robbed Nobody tells A man how to play, it just ain't that way Hey, hey, hey, can you hear me say All men pla...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>An American Trilogy</td>\n",
       "      <td>Warriors of the World</td>\n",
       "      <td>Oh, I wish, I was in the land of cotton Old times they are not forgotten Look away, look away, look away Dixie land  Oh, I wish, I was in Dixie away, away In Dixie land I'll take my stand To live and die in Dixie  Dixie land where I was born Early Lord, one frosty morning Look away, look away, look away Dixie land  Glory, glory, Hallelujah Glory, glory, Hallelujah Glory, glory, Hallelujah This truth is marching on  So hush little baby, don't you cry You know your daddy's bound to die All my ...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Animals</td>\n",
       "      <td>Sign of the Hammer</td>\n",
       "      <td>Hear the call of the wild in us all It waits for the night to fall I'm getting hot, I'm ready for the night No holdin' back, let's ball I'm gonna give all you can take all night And leave you in the morning feeling right  I'm an animal, there's an animal in me Gonna set it free I'm an animal, there's an animal in me Gonna set it free  I've been looking, you've been watching the side There's somethings you just can't hide Oh, your getting wet, your working up a sweat Your hairs standing up on...</td>\n",
       "      <td>Manowar</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        title                  album  \\\n",
       "0  Achilles, Agony And Ecstasy In Eight Parts   The Triumph Of Steel   \n",
       "1                          All Men Play On 10     Sign of the Hammer   \n",
       "2                         All Men Play On Ten     Sign of the Hammer   \n",
       "3                         An American Trilogy  Warriors of the World   \n",
       "4                                     Animals     Sign of the Hammer   \n",
       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                lyrics  \\\n",
       "0    I HECTOR STORMS THE WALL See my chariot, run to your ships I'll drive you back to the sea You came here for gold, the wall will not hold This day was promised to me The Gods are my shield, my fate has been sealed Lightning and javelins fly Soon many will fall, we are storming the wall Stones fall like snow from the sky  We will pay with our glory in the fire of battle Zeus, today is mine Killing all in my way like sheep and like cattle Smashing skulls of all who defy I spare not the hammer...   \n",
       "1  I made a rock'n'roll sin When I tried givin' in to Make money had to turn down low They said, \"Why be proud, don't play so loud Be like us and get a sound that's real thin Wear a polyester suit, act happy look cute Get a haircut and buy small gear\" That's when I turned to them and said \"Hold it, right there!\"  Well it's more to me than just a job And while I'm playin' you won't get robbed Nobody tells a man how to play It just ain't that way hey, hey, hey Can you hear me say...  All men play...   \n",
       "2  I made a rock n' roll sin, when I tried giving in To make money had to turn down low They said, \"why be proud, don't play so loud, be like us And get A sound that's real thin Wear A polyester suit, act happy, look cute, get A haircut And buy small gear\" That's when I turned to them and said, hold it, right there Well it's more to me than just A job, and while I'm playin' You won't get robbed Nobody tells A man how to play, it just ain't that way Hey, hey, hey, can you hear me say All men pla...   \n",
       "3  Oh, I wish, I was in the land of cotton Old times they are not forgotten Look away, look away, look away Dixie land  Oh, I wish, I was in Dixie away, away In Dixie land I'll take my stand To live and die in Dixie  Dixie land where I was born Early Lord, one frosty morning Look away, look away, look away Dixie land  Glory, glory, Hallelujah Glory, glory, Hallelujah Glory, glory, Hallelujah This truth is marching on  So hush little baby, don't you cry You know your daddy's bound to die All my ...   \n",
       "4  Hear the call of the wild in us all It waits for the night to fall I'm getting hot, I'm ready for the night No holdin' back, let's ball I'm gonna give all you can take all night And leave you in the morning feeling right  I'm an animal, there's an animal in me Gonna set it free I'm an animal, there's an animal in me Gonna set it free  I've been looking, you've been watching the side There's somethings you just can't hide Oh, your getting wet, your working up a sweat Your hairs standing up on...   \n",
       "\n",
       "    artist  \n",
       "0  Manowar  \n",
       "1  Manowar  \n",
       "2  Manowar  \n",
       "3  Manowar  \n",
       "4  Manowar  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# In this example we will be working on a Word-level model, therefore we need to remove the seperators (\\n) from the lyrics:\n",
    "for i in range(0, len(archive)):\n",
    "    archive['lyrics'][i] = re.sub(\"\\n\", \" \", archive['lyrics'][i])\n",
    "# Quick preview\n",
    "archive.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Character-level Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "#Example script to generate text from Nietzsche's writings.\n",
    "At least 20 epochs are required before the generated text\n",
    "starts sounding coherent.\n",
    "It is recommended to run this script on GPU, as recurrent\n",
    "networks are quite computationally intensive.\n",
    "If you try this script on new data, make sure your corpus\n",
    "has at least ~100k characters. ~1M is better.\n",
    "'''\n",
    "\n",
    "from __future__ import print_function\n",
    "from keras.callbacks import LambdaCallback\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense\n",
    "from keras.layers import LSTM\n",
    "from keras.optimizers import RMSprop\n",
    "from keras.utils.data_utils import get_file\n",
    "import numpy as np\n",
    "import random\n",
    "import sys\n",
    "import io"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "manowar = archive['lyrics'].str.cat(sep=' ').lower().replace(\"\\\"\",\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "corpus length: 161773\n",
      "total chars: 42\n"
     ]
    }
   ],
   "source": [
    "text = manowar\n",
    "print('corpus length:', len(text))\n",
    "\n",
    "chars = sorted(list(set(text)))\n",
    "print('total chars:', len(chars))\n",
    "char_indices = dict((c, i) for i, c in enumerate(chars))\n",
    "indices_char = dict((i, c) for i, c in enumerate(chars))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nb sequences: 53911\n",
      "Vectorization...\n"
     ]
    }
   ],
   "source": [
    "# cut the text in semi-redundant sequences of maxlen characters\n",
    "maxlen = 40\n",
    "step = 3\n",
    "sentences = []\n",
    "next_chars = []\n",
    "for i in range(0, len(text) - maxlen, step):\n",
    "    sentences.append(text[i: i + maxlen])\n",
    "    next_chars.append(text[i + maxlen])\n",
    "print('nb sequences:', len(sentences))\n",
    "\n",
    "print('Vectorization...')\n",
    "x = np.zeros((len(sentences), maxlen, len(chars)), dtype=np.bool)\n",
    "y = np.zeros((len(sentences), len(chars)), dtype=np.bool)\n",
    "for i, sentence in enumerate(sentences):\n",
    "    for t, char in enumerate(sentence):\n",
    "        x[i, t, char_indices[char]] = 1\n",
    "    y[i, char_indices[next_chars[i]]] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Build model...\n",
      "WARNING:tensorflow:From /anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "Colocations handled automatically by placer.\n"
     ]
    }
   ],
   "source": [
    "# build the model: a single LSTM\n",
    "print('Build model...')\n",
    "model = Sequential()\n",
    "model.add(LSTM(128, input_shape=(maxlen, len(chars))))\n",
    "model.add(Dense(len(chars), activation='softmax'))\n",
    "\n",
    "optimizer = RMSprop(lr=0.01)\n",
    "model.compile(loss='categorical_crossentropy', optimizer=optimizer)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "def sample(preds, temperature=1.0):\n",
    "    # helper function to sample an index from a probability array\n",
    "    preds = np.asarray(preds).astype('float64')\n",
    "    preds = np.log(preds) / temperature\n",
    "    exp_preds = np.exp(preds)\n",
    "    preds = exp_preds / np.sum(exp_preds)\n",
    "    probas = np.random.multinomial(1, preds, 1)\n",
    "    return np.argmax(probas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "def on_epoch_end(epoch, _):\n",
    "    # Function invoked at end of each epoch. Prints generated text.\n",
    "    print()\n",
    "    print('----- Generating text after Epoch: %d' % epoch)\n",
    "\n",
    "    start_index = random.randint(0, len(text) - maxlen - 1)\n",
    "    #for diversity in [0.2, 0.5, 1.0, 1.2]:\n",
    "    for diversity in [0.2, 0.5]:\n",
    "        print('----- diversity:', diversity)\n",
    "\n",
    "        generated = ''\n",
    "        sentence = text[start_index: start_index + maxlen]\n",
    "        generated += sentence\n",
    "        print('----- Generating with seed: \"' + sentence + '\"')\n",
    "        sys.stdout.write(generated)\n",
    "\n",
    "        for i in range(400):\n",
    "            x_pred = np.zeros((1, maxlen, len(chars)))\n",
    "            for t, char in enumerate(sentence):\n",
    "                x_pred[0, t, char_indices[char]] = 1.\n",
    "\n",
    "            preds = model.predict(x_pred, verbose=0)[0]\n",
    "            next_index = sample(preds, diversity)\n",
    "            next_char = indices_char[next_index]\n",
    "\n",
    "            sentence = sentence[1:] + next_char\n",
    "\n",
    "            sys.stdout.write(next_char)\n",
    "            sys.stdout.flush()\n",
    "        print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "print_callback = LambdaCallback(on_epoch_end=on_epoch_end)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/100\n",
      "53911/53911 [==============================] - 36s 676us/step - loss: 1.7533\n",
      "\n",
      "----- Generating text after Epoch: 0\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"me when winter skies are gray and i wait\"\n",
      "me when winter skies are gray and i wait we brothers the will deat steel steel steel  i mast like the steel  the steel steel stell die i will die i will die i camme the steel steel side the will death a stall deat like the steel steel  i mast like the will death i mastle the steel with all steel  i mast lise the steel the steel side  will die with with with with heir my steel deat steel steel deat speel steel steel wind a stree  i mad t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"me when winter skies are gray and i wait\"\n",
      "me when winter skies are gray and i wait steel steel  the deat my steel  time fight the will die stall die i crust as mast low the god of the steel  i the fore we steel i our speel sky we will blood whin spere crowd a macole the wind on the steel die ride my waiken the bound i wight crown we with steel me the sided die i has i wall demen whe all will die the will death the burn the sky with hell low the low the swall waiked i will denes\n",
      "Epoch 2/100\n",
      "53911/53911 [==============================] - 37s 695us/step - loss: 1.5053\n",
      "\n",
      "----- Generating text after Epoch: 1\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ight for a living, fighting the world fi\"\n",
      "ight for a living, fighting the world fight to power of the crown and the gods of the got and the winds of the winds of the winds of the winds of the winds of the winds of the winds of the call of the sky speppons of the gods of the comet let to poupreest and the winds of the call of the gods of the got to to paid to the sky with all the sky spord to fight for the winds of the winds of the wind the winds of the sky stand to beld to the \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ight for a living, fighting the world fi\"\n",
      "ight for a living, fighting the world fighting the wind all the comare sipmes as are to fight with ate sons out the crown and the damn to batt on the called of the goneared the sky to to fight for a stand befons of heart and the stand of the gods of the life of the chack of the power, wonn to when fall on the fight for the kins of the calls and merocr, your sippule who kneel of the gods on the nou an  to bell to die  gonna fight as the \n",
      "Epoch 3/100\n",
      "53911/53911 [==============================] - 40s 734us/step - loss: 1.3517\n",
      "\n",
      "----- Generating text after Epoch: 2\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"a  ma il mio mistero e' chiuso in me il \"\n",
      "a  ma il mio mistero e' chiuso in me il i was bere to believe  to believe songed with men wait born with blood of the world we fight for the sky in the sky wait herons will death and the sky with and they will death is the sky we are the sky in the sky we are togeth the sky spirs of the world we fight for the world we fight for the sky with sword to bell stand in the sky with streeps of metal way hearts will death to the sky wait herone\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"a  ma il mio mistero e' chiuso in me il \"\n",
      "a  ma il mio mistero e' chiuso in me il i maghe songed is the sky wait for the sky with me one man wait hope of see we wan to pate to ben feet black winds from the world fight with me by to the comch of the law you we are gods of steel of the sons of the day we are ton fear in the hands of metal songed in our hearts in the sky let they will die by his sons of me wat with strive to be ware bring fast we dead i was bart of battle sound of\n",
      "Epoch 4/100\n",
      "53911/53911 [==============================] - 45s 826us/step - loss: 1.2503\n",
      "\n",
      "----- Generating text after Epoch: 3\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"her, as i hold closed your side i fear t\"\n",
      "her, as i hold closed your side i fear the sky the wind to the sword of the hands of the wind to the sword of the hands of the damned give us the wind to the sword of the wind  the sword of the sky i will blood as of metal on to the blood on to a black to the sky in the hands of the wind with a hail and hold to the sky sword of the wind to the sword of the sky the will with await to the horse, into the hands of the wind to the sky i wil\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"her, as i hold closed your side i fear t\"\n",
      "her, as i hold closed your side i fear the harry we are my sons of the like look is blood is for a grave  god have into the sword on the hall of the sword of metal dreaming black dreaming could gods of all and in the dained toding to the hands of heavy metal drink my sword enders and all out my sword into the winds of the blood on to the hail the battle in the davend down from the sky your and all the wind cruse the call the when the sk\n",
      "Epoch 5/100\n",
      "53911/53911 [==============================] - 41s 766us/step - loss: 1.1723\n",
      "\n",
      "----- Generating text after Epoch: 4\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"t like a young girl in her prime hold yo\"\n",
      "t like a young girl in her prime hold your gray nome to be the sound to the sky you work is the sky to the sky sword the sound the sky sword the sky in the sky to the sky to the sky sword the fall of the roure of death are gods of thunder man i am the ears of the roure of death a grave  to the sky to the sky sword the sky to the sky and men sons of metal me, ride  on the sky sword the sound the sky sworn the sky to the sky sword the sou\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"t like a young girl in her prime hold yo\"\n",
      "t like a young girl in her prime hold you no tann and i war  hail in the sky and swarn to  the sky sound is thunder and men save no  to know the enger of the roune of the rome and fime to heel the sky non and the wind, i want on thunder and men on your say the sky side  shand with me my hearts alone we are wind for the sky in the sky gonne make i work down and fame  warrior soon all to to be fame  hear there hear the lood of tall die wi\n",
      "Epoch 6/100\n",
      "53911/53911 [==============================] - 41s 766us/step - loss: 1.1175\n",
      "\n",
      "----- Generating text after Epoch: 5\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"rokee are brave, we are not afraid to di\"\n",
      "rokee are brave, we are not afraid to die  heavy metal and kill hail, hail, hail, hail, hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail, hail, hail and kill hail, hail, hail, hail and kill hail, hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail, hail, hail, hail, hail and kill hail, hail, hail, hail, hail, hail, hail, hail and kill hail, hail, hail, hail, hail, hail, hail and kill hail, hail, hail\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"rokee are brave, we are not afraid to di\"\n",
      "rokee are brave, we are not afraid to die  heavy metal and kill hail, hail, hail, hail, hail, hail and kill no he shall it never and the sky the sky i will never be strengem and the gift of the sky is the blood on your hand is the darknelss and fight the when i'll die he shall come  for all the sky  he stand of black winds fire and giting  let the world i was born of the sound of a gray and the sky is ground the kings the trise the when\n",
      "Epoch 7/100\n",
      "53911/53911 [==============================] - 49s 910us/step - loss: 1.0770\n",
      "\n",
      "----- Generating text after Epoch: 6\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ay i'll be the one to live to say  you s\"\n",
      "ay i'll be the one to live to say  you shall  for a house of deferice whire who was my sword and fight for a hear my say the sound into the horse of metal armaghting the world with fire and steel born to the sky i was born to the sky i was born to a man into the houses of demons all of steel begin with swords for a heart of steel born to the sky i was born to be fighting the world we ride proved metal we are kings whirlled a starus our \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ay i'll be the one to live to say  you s\"\n",
      "ay i'll be the one to live to say  you shall  friend for a hold me where the end came the urey herd a strong to all a houses, forever day brothers eagles all the sky lifea look into the horse of the roar  a gate brothers we waiting the world with the grave no horce my eye into the dave of he shat spirit of the blood of a king by the bring a friend fighting the world with fire into the wind for the sky into the crown and the power of hen\n",
      "Epoch 8/100\n",
      "53911/53911 [==============================] - 65s 1ms/step - loss: 1.0404\n",
      "\n",
      "----- Generating text after Epoch: 7\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" call you, gods of war i call you my swo\"\n",
      " call you, gods of war i call you my sword of the battle i've sinn the side  fight to be free to pain by the battle is soon be there the metal on the said the brides of the battle i've sinn the world i was born and death to the brokenged and death is streets black or me who was be the battle i'm all of all the soul we will die  by the battle is soon the sound of the world be return sounds of the world be free in the sige i'll see the wo\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" call you, gods of war i call you my swo\"\n",
      " call you, gods of war i call you my sword and die you we believe  we called be there who was be the and be there  for all the blood of the battle i've sing the sounds of fire reeacking for the roar a trie the blood of their death to the stall fight and the sky will be broken the sounds of the soul of the soul i calles leave the side  die, swor my side  brothers stall will die  to be fight the world we brought un the hammer of the battl\n",
      "Epoch 9/100\n",
      "53911/53911 [==============================] - 61s 1ms/step - loss: 1.0145\n",
      "\n",
      "----- Generating text after Epoch: 8\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"taken by the will by divine right hail a\"\n",
      "taken by the will by divine right hail and fight the world we feel the sky like it the here the ground the black of niver we're to be free to pad on my eyes your can to me when you metal armand the ring covered with all the sky life the patering of the world we feel ride the ring coney in hear they will dead wint the the sound of the world we feel ride the ground right the world we feel fighting the world we feel ride the ground the liv\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"taken by the will by divine right hail a\"\n",
      "taken by the will by divine right hail and the gods of destructing will die by my sword we will die by my side  here the kentrand rade here to the crown the rove ride battle if you none heep the ground the black the metal know the brave  drink of metal king air and valhalla heaven chat here the wind a heart of the now the earth the road the rove ride man i aing the power of my sword we metal me, no live forever man like your fear a grai\n",
      "Epoch 10/100\n",
      "53911/53911 [==============================] - 62s 1ms/step - loss: 0.9947\n",
      "\n",
      "----- Generating text after Epoch: 9\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"filled  the clash of honour calls to sta\"\n",
      "filled  the clash of honour calls to stand and the soul we all the blood of a king, fire and steel born to the sound of the say they whire warriors and the soul we all warriors alone we wan we will for the end is shill i long of the sound is a holy war have they ware domy of the sound of the say they wheels of fire in the sige of the day is shall they war brother way holy hark together who wark of the say they wheels of fire burn the sa\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"filled  the clash of honour calls to sta\"\n",
      "filled  the clash of honour calls to stand and fight for thor fire and steel born to the sky i was brother brother power of the road many our pride here to break together where the sword of the road before the sword into the night  i'm a brave they wan all they carry the dead  we whenears from a battle i've live and the right to play  for a grant here together and the seaning clash they will know the bander the blood of a king, fire and\n",
      "Epoch 11/100\n",
      "53911/53911 [==============================] - 46s 856us/step - loss: 0.9706\n",
      "\n",
      "----- Generating text after Epoch: 10\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"es, i have sinned i will never be holy i\"\n",
      "es, i have sinned i will never be holy i shail and the sky the sons of me who was my sword is the world with me for hear my brothers we were not for the ground a gun by your hearth in the sky you as the sons of me who was be the sons of me who will die by my hand is the power and the sky you will die by my hand into the house of death and rebring and the sons of me who stand before the ground and the world with me torn and death and you\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"es, i have sinned i will never be holy i\"\n",
      "es, i have sinned i will never be holy i die by my side the gods and my eyes the sons of me world the right to shaie pow, sooned by the makes of the sound of the damned give us the wind i shake i as belse the night who was we all with think of blood and steel men and the sky the land and the sky the power of the kingdom of the soana within and died in the house of destry we were no to me holy war, never gay on the sons of death and your\n",
      "Epoch 12/100\n",
      "53911/53911 [==============================] - 45s 836us/step - loss: 0.9502\n",
      "\n",
      "----- Generating text after Epoch: 11\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"nto the kingdom that waits in the sky fi\"\n",
      "nto the kingdom that waits in the sky fires of the world we fight for metal we are kings who walks is come for a mountain to the sky spirit of steel all they will dreams slating clay i am i sawads of conto the sky the sky soul i am gate the sky the sword of steel by die is show my sacrice i will as i shall die by the wind fight for metal all shall die by the wind and the stand and the sky spirit of steel all they will drink to the sky t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"nto the kingdom that waits in the sky fi\"\n",
      "nto the kingdom that waits in the sky fires of steel with a holy hour you can live for the sword of a heart in the heroker and fight till come for the oph the sky soul we will nother will die by my sword in the sky lord to be ride i know  we will die by die in the sky you have in the wind for the day never gonna turn a sadd you will drink fly fly heavy metal and they will know the sky god of retre the sky soul i can the fire strike the \n",
      "Epoch 13/100\n",
      "53911/53911 [==============================] - 40s 739us/step - loss: 0.9413\n",
      "\n",
      "----- Generating text after Epoch: 12\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"way a friend will not say no there is st\"\n",
      "way a friend will not say no there is stand and fight serpes blow and fight leaver to the sky the sky i was born of black wind, fire and steel born of black wind, fire and steel all the sons of fire burning breath and the soul shall of the sound of doom born to the sky into the below the sing coss of hold men below the singer is soon at the sky into the fire of hell i will cross the sky the sky you can teath to the black of ning of the \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"way a friend will not say no there is st\"\n",
      "way a friend will not say no there is stand and fight hear the fallen below the sing coserred below the sword in a grave i will soon us to reading the grand from the end is the fire and fire tree the sword ingo the world we feel riding  in'theal born tooplord and menay in our side  spermang for a lived in the sky so the secred the warnow their true mans i'll sinn a gunded he will die  their by the battle i shall die i'm all they ride in\n",
      "Epoch 14/100\n",
      "53911/53911 [==============================] - 40s 749us/step - loss: 0.9278\n",
      "\n",
      "----- Generating text after Epoch: 13\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" to the chosen one   suicide, suicide, d\"\n",
      " to the chosen one   suicide, suicide, death i ab the wind to to be friend fight for a blood and the sky the dead this stand give us i will light will dest when the grave and the will with blood is a hearts and the wordd they will know the power of the wind tribe of heart that it's the wind the wordd and the wordd fige on the wind tribe is show poned is steel  i am the wind to teather like the wind tribe horse of destrs light we will ne\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" to the chosen one   suicide, suicide, d\"\n",
      " to the chosen one   suicide, suicide, death into the his metal we bring to tean day as i shall rought us to heavy metal and they will know the power of the cloods of a king for a grave in the wind a hearts of black wind, fire and steel blood on the hall me me they will know the power of the blood on the dawn of be there when when the sky we're gon be the blood is a stride across the wind think of the blaze i bring this beath of the sky\n",
      "Epoch 15/100\n",
      "53911/53911 [==============================] - 41s 760us/step - loss: 0.9177\n",
      "\n",
      "----- Generating text after Epoch: 14\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e soul freedom to bring a thought to the\"\n",
      "e soul freedom to bring a thought to the ground and in fela here the wartions say the wind sons of my grave in the sword of me what i will fight for metal manowar kill thind the sword of battle i was born in a grave  here's hell's gon be my sword of metal at all thy faye  he shall not raise your hands into the fire of blood and i will never be string to the sword of battle i was born in your sword in the hall of the wall in the house on\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e soul freedom to bring a thought to the\"\n",
      "e soul freedom to bring a thought to the blood of my sword in has shull is cross the wind fight for a battle i've come, ain a gun be there here the fall on by hears i will fight the world is your from the wind, ride if you wart light you can be our from a battle i was brothers of metal are beath a grave, born in a gun by your hend with and is sinne no long we will drink on the law  one day i was win  hail, kill and i wage  blood is all \n",
      "Epoch 16/100\n",
      "53911/53911 [==============================] - 42s 775us/step - loss: 0.9023\n",
      "\n",
      "----- Generating text after Epoch: 15\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"the false ones, dance on a string till t\"\n",
      "the false ones, dance on a string till the charing raise your hands carry on, why calling till command and fight to the sky lift  blood is the fight for the sound the sky this stand a ride if you we do ken the eagles the wind tribe holy, will die                                                                                                                   metal are waiting blood is a starsie a grave there hearts of the soul we will o\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"the false ones, dance on a string till t\"\n",
      "the false ones, dance on a string till the sonsved man he while carry on, when you we well, i am an the sons of me what i wring hem so the way be my sword in the fight to be ur a stand the gods of death is the fight the bring a ride's fight living fram the power of the drink to their for the sky that i can a gun battle i givin  gut from my side the world died died my soul i was it forever and steel, with a mose and charge your heart on \n",
      "Epoch 17/100\n",
      "53911/53911 [==============================] - 43s 790us/step - loss: 0.8905\n",
      "\n",
      "----- Generating text after Epoch: 16\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" friend sworn to avenge our fallen broth\"\n",
      " friend sworn to avenge our fallen brothers of metal will death and men and men and men and menge  the gods may for metal come for the grail code of the gods and many made and the sea into the dawn of black wind, fire and steel born to will die by the wind hail hail and kill and i shall an the sky i was born to die in the sky is the comp, steel born to will die by my son, stell will be brother the gods and many want crack the selker and\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" friend sworn to avenge our fallen broth\"\n",
      " friend sworn to avenge our fallen brothers, the sea is this stang brave collbye in the crown and the road down and the ground in the night the light on the dammer of the day is a mounder me our pride and releice was gods on can live forever or my sword of men, and the world i ride came the sky is the world is a battle i was by your hay i brothers was we called get might for the ground the sky is come i wn'mest and there is a sign our b\n",
      "Epoch 18/100\n",
      "53911/53911 [==============================] - 43s 806us/step - loss: 0.8753\n",
      "\n",
      "----- Generating text after Epoch: 17\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" eye, tell them no way stripes on a tige\"\n",
      " eye, tell them no way stripes on a tiget one that way he would he hall in your heart on this night we were now with for the soul we are got ancebkeers of steel i live and die  i will never be will be my sleve and steel one will never be my slople soldies wait it raise your hands the sound of hell  i will never be hell                                                                                                                        \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" eye, tell them no way stripes on a tige\"\n",
      " eye, tell them no way stripes on a tiget the through the blood on your hands into the wind with thunder blood is my soul i live and die  dend of steel of hell i will of retreet the seal with and it a hateain them all a guave on your hands we steel mist on the light of steel and i got them say the will by the blood of the soul we are pounding on the heart of steel in the sky wheels of fire we ride providence brought us the land all ood \n",
      "Epoch 19/100\n",
      "53911/53911 [==============================] - 47s 869us/step - loss: 0.8663\n",
      "\n",
      "----- Generating text after Epoch: 18\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"the crown, fight for the ring we're figh\"\n",
      "the crown, fight for the ring we're fighting the world with street there is a starion burning the gods and ride  hear the gods and fight the lord of steel sons of death and they will die                                                                                                                                                                                                                                                              \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"the crown, fight for the ring we're figh\"\n",
      "the crown, fight for the ring we're fighting the world with me our march is metal we all -eep chioss the sea i away to the hail of the grave  here's a light the home who we will never be myow your hands shippon by hell   stand with a heart on the daybed  we may choss of the gods and fight for a mail my fall we may come to pay in your brothers of men, into the cult of the damned your spiric of the damned givine the day we drink and i liv\n",
      "Epoch 20/100\n",
      "53911/53911 [==============================] - 47s 872us/step - loss: 0.8548\n",
      "\n",
      "----- Generating text after Epoch: 19\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"from the south came another, bearing a b\"\n",
      "from the south came another, bearing a battle sounds in the sky your side  high and makes a grave in the sky your side  hail into the sons of men a sign of the hammer, be readen maning curss staing aling the spirits of death and the rightfore the lord of steel the sky my soul i will cry tell the sea in the sky your side  high and men and i'll die by the mighty with now final stand and fight saide for a man hate into the heart of steel i\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"from the south came another, bearing a b\"\n",
      "from the south came another, bearing a battle sound of the soul i await the sky we'll die into the house of die in the sky goding the world stong the swint to the sky your side  hall anotle kill wer, with a sinned in the sound of the sight of the wind the wind the sky spirit of the day will die in battle i will crose the soul by the blood of a king with then you want it were hat and i die the metal ear who will be false blood and died t\n",
      "Epoch 21/100\n",
      "53911/53911 [==============================] - 45s 843us/step - loss: 0.8460\n",
      "\n",
      "----- Generating text after Epoch: 20\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"deceivers swing from the trees now, dawn\"\n",
      "deceivers swing from the trees now, dawn out and fight the lord of steel die by the mighty, tall the sky sworn to ride on the damned gonna guther stand and fight we reliend for all who standing of steel sign of the world we fight for the ring covered with blood and fight said they will die by the blood of a king star ther will die by the metal and born of black wind, fire and steel me to the socr so so turn sword they will die by my han\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"deceivers swing from the trees now, dawn\"\n",
      "deceivers swing from the trees now, dawn i will never be seeks on the raise of hand is the damned glory, it all in the cloods and death and steel born of black wind, fire and fight for the ring covered they power and steel born of battle we below, me to be read not all soon will never die  die  by the hands of steel  fighting fighting the world swormby in the heart   polet and dead don't they world we been there and steel all they will \n",
      "Epoch 22/100\n",
      "53911/53911 [==============================] - 45s 836us/step - loss: 0.8332\n",
      "\n",
      "----- Generating text after Epoch: 21\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"of the world  brothers everywhere raise \"\n",
      "of the world  brothers everywhere raise your hands  in the sky your side sigh  f the blood of a king by my side is the world im the sky gods of rain hear who will be fighting fire we brought for a blast all are whit and rain have the sky i was born in a grave,  in a grave,  in your hands we brever and fight the hate our man live and die  die in black wind, fire and steel born to the sky your side the sword in the sky gods of death are t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"of the world  brothers everywhere raise \"\n",
      "of the world  brothers everywhere raise your hands let the battle for hear me in brothers of metal will ato hear my hate i feet my name i'm a man with a hourting black wind the lord of steel them then were burn and fight till the light to live in the sky your eir amend, the speel me when i am hearts for hearts manowar kill my horses of light the world must like their land to all thee who walked and hearts of steel  fight the world steel\n",
      "Epoch 23/100\n",
      "53911/53911 [==============================] - 46s 846us/step - loss: 0.8238\n",
      "\n",
      "----- Generating text after Epoch: 22\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ry calls my name in the sound of the win\"\n",
      "ry calls my name in the sound of the wind sand and steel i am i die in the sky spirit, thunder birds fly we are kings wherever the sky spirit harch they will be fallen by the roadrone for all shough the day i was born in a grave i was born in a grave in the sky spirit of the hailed of the soull in the eights say the world with for a living, fighting the world we below mixt the hours of death carried soon all soul i was born in a grave i\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ry calls my name in the sound of the win\"\n",
      "ry calls my name in the sound of the wind sword and the sword they will death with heards yee will die here the call of a grave and i was born in a grave i was born in a grave into the heroks of kings   me what you hear my stay all they call or and i fears let my cater of you can to the sky god of steel  holy war, for metal havone, have not back of the sour in the fire of the soulled a drink to the buttles, a scream of doom born another\n",
      "Epoch 24/100\n",
      "53911/53911 [==============================] - 45s 843us/step - loss: 0.8171\n",
      "\n",
      "----- Generating text after Epoch: 23\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ing you it's everywhere   louder than he\"\n",
      "ing you it's everywhere   louder than hell              i a broth the land to the sky the grave the fire rack the sky spirit, thunder bird of the soul i will die burning evil ent, it you will die by the blood of the world i grount there wheels of fire and man i die in the hammer, be fight for the rother way warriors for metal soon step a grave the grave the sky your sword is the night my sword they will die by the sword they will die by\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ing you it's everywhere   louder than he\"\n",
      "ing you it's everywhere   louder than he'll die by my hand they will die burning evil dky i will die but so lost we all play, manowar will die by their hearts with the sky life out the wind  gods of death that and be fight to gith mouther see the world i get the world we free from the sky the way is a battle begin with swords in the hearts where that want my hands up if your eyes you were me my frient fight with me my soul i be father w\n",
      "Epoch 25/100\n",
      "53911/53911 [==============================] - 45s 843us/step - loss: 0.8053\n",
      "\n",
      "----- Generating text after Epoch: 24\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"xie land where i was born early lord, on\"\n",
      "xie land where i was born early lord, one for the sound of the soul  the right to pay in your eyes you hear me fall not looked pride up will death to the sky spirs of death in the wind hails and the soul  vict in the sky spirs of death in the wind hail and the soul i fight for a sign  for metal all soul it war will don't never leave the sons of men, of hell men, clash the sound of the soul bettle i was born to win the day when the soul \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"xie land where i was born early lord, on\"\n",
      "xie land where i was born early lord, one noterngle in the sky spwree it fought for a living, fire and steel  i was born in a grave i was standing on the sound of the day a houses, anote and i will lived and destrand and chilsedring the sky spirs polid, sleil one the walls of me soul i am the comms to the blackness of men, into the falle to break they will know the sound of the world the black of nietine and the seaver togetisce and the\n",
      "Epoch 26/100\n",
      "53911/53911 [==============================] - 46s 848us/step - loss: 0.7954\n",
      "\n",
      "----- Generating text after Epoch: 25\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"eting written for your tragic end so lon\"\n",
      "eting written for your tragic end so long and the right to conquer every shore manowar kill the light of the world we fill fire and the right of the world with blood and to the gust of the wind when i'm a man with a hour and steel born to teach them all to heel born of black wind, fire and steel born to die into the house of death into the earth they will be fight for the world before me to the sky lifts sword the great spering cone die\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"eting written for your tragic end so lon\"\n",
      "eting written for your tragic end so long die schlacht light with me i shall are with hail and kill hail and kill hail and kill hail and kill hail and kill hail and kill hail hail, hail, hail and kill hail and kill hail, hail, hail  hail and kill hail  by ned noternight  full of thunder of the soul sing the field the life of a heart of steel in the world i dide when i do bhing from my fate and die by the mighty all to the light wow no t\n",
      "Epoch 27/100\n",
      "53911/53911 [==============================] - 46s 847us/step - loss: 0.7807\n",
      "\n",
      "----- Generating text after Epoch: 26\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"l is long to stay silence is a heavy sto\"\n",
      "l is long to stay silence is a heavy stopled and in the fire and steel born to fight and die by the power of the world with pounding over more to be free to fight and die  blood and fight and die by the black of niers on the day we die in the word for the road begin gonna kings in my soul i will crack the sky like the world with pride into the world with pounding on the died by dide                                                       \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"l is long to stay silence is a heavy sto\"\n",
      "l is long to stay silence is a heavy stonyour sword of the soul  the blackness to the blazend the cult of the damned give us your word for the rother we would hail and in the costh of the great of blood and boding begin pleming to the world we brougit to the ring to be power and with sword into the fire and till the black of ninh the world i shall die by the wind hail that's my care brough the word for the road rides final your bingle t\n",
      "Epoch 28/100\n",
      "53911/53911 [==============================] - 46s 851us/step - loss: 0.7788\n",
      "\n",
      "----- Generating text after Epoch: 27\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"na ground us we were born to fly coming \"\n",
      "na ground us we were born to fly coming come for the grot like the where the say the world                                                                                                                                                                                                                                                                                                                                                              \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"na ground us we were born to fly coming \"\n",
      "na ground us we were born to fly coming them the light her with a command to a man i know the power of the world store in the sea the who we lived  they ride chaich be will die by the wheel broken the curse of the sea inth the commander, find the life   i will crack the when chaine to the blood of the calls we brought us the sound in the sky spirit hard through the life  i sword the let and they wanna keep the sound before made one nigh\n",
      "Epoch 29/100\n",
      "53911/53911 [==============================] - 46s 845us/step - loss: 0.7709\n",
      "\n",
      "----- Generating text after Epoch: 28\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"vive and take our side now the time has \"\n",
      "vive and take our side now the time has swords in the wind sand with power of the road of the soul war brothers was for the ground and free to bed my soul i will crack the wind sand with honor your sword the ground in the hours of the world we fight for the ring can i watcrick the world we fight for the ring of metal we all war born to wind to past and des and be feel where the earth the sky the battle is the world we fight for the ring\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"vive and take our side now the time has \"\n",
      "vive and take our side now the time has sworn to bed fight for the right to be free to the sons to pain he stand and the sea the when the sons of the sound of the sound of the world we fight for a hatred light for the ring of my grave  brothers was for all of the soul i am the hounes of metal wind by the power of my sword the sacred swear the greet slong for all of all the sky spirit horse, in the sky for all of us waiting the world wit\n",
      "Epoch 30/100\n",
      "53911/53911 [==============================] - 46s 847us/step - loss: 0.7651\n",
      "\n",
      "----- Generating text after Epoch: 29\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ng, white fangs and flashing eyes hell's\"\n",
      "ng, white fangs and flashing eyes hell's will do in a battle is a strong in our eyes you we drink the wind said with blood and our pride  i shall ride in the world is steel  hall into the wind say the world i grong the world i grought of the world is shill will desterain  in our eyes you we are steel high of the world i strength the world i see my soul i was born to teach them all to heel blood and steel high and there watered of steel \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ng, white fangs and flashing eyes hell's\"\n",
      "ng, white fangs and flashing eyes hell's callight to a gure the world i shall be king them play, it we will down fast sarrvedrnit's men and your sword of hins, hail, hail and kill and kin's die in hell haniles up has heyes who stand with blood on the world is steel sence is the des fersers into the sights fuld fighting the world we fight for a slaine to be free to the power to fight and steel of us waiting the world is steel as i will o\n",
      "Epoch 31/100\n",
      "53911/53911 [==============================] - 46s 851us/step - loss: 0.7494\n",
      "\n",
      "----- Generating text after Epoch: 30\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" the wind fight proud, my son, fight pro\"\n",
      " the wind fight proud, my son, fight proud, my son, final standing and the stand and they will kill always be ride, ride, ride, ride, ride, ride, ride                                                                                                                                                                                                                                                                                                  \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" the wind fight proud, my son, fight pro\"\n",
      " the wind fight proud, my son, fight proud, my son we would we are or holy ward born of blave in the wind hail be my slain like a battle i am the fight to be fe stand of steel  fighting for metal hall a haill hail and kill hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail, hail and kill hail, hail, hail, hail, hail and kill hail, hail, hail, hail, hail, hai\n",
      "Epoch 32/100\n",
      "53911/53911 [==============================] - 46s 851us/step - loss: 0.7420\n",
      "\n",
      "----- Generating text after Epoch: 31\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"now the power of my sword they will know\"\n",
      "now the power of my sword they will know the power of the soul  the wind true has hell i will crapon waits for thousand fight to win blood and fight the lord of steel  blood and steel  blood and steel  blood and steel  blood and steel  blood and steel brothers of metal will destont ways sighned fast that here revel the damned give us your world im the fall  i know the fight the holy war born on the hus hell  a heave me                  \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"now the power of my sword they will know\"\n",
      "now the power of my sword they will know the power of the soul  i lon and the world i see the sed i'm a man with their light for the ring we're fighting for from the fights the world i long ass the see i walk i got the clood on the hun rang the wind and the fights then who the spifing to the bring of glory we are gods of steel  blood and the world i shall don't then you get one night  i a guapless a masser who we'll coming for metal hal\n",
      "Epoch 33/100\n",
      "53911/53911 [==============================] - 46s 847us/step - loss: 0.7346\n",
      "\n",
      "----- Generating text after Epoch: 32\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"hting the world  fight for a living, fig\"\n",
      "hting the world  fight for a living, fighting the world with me for when we march my sword in the sign  burn the sword in the sky sworn the power of the world with pride  die  the grave then i'm a man with my swirs when i live a ride heroes all who stand and fighting the world with pride  die  immortal in our hearts you'll live forever more the sea inth the wind and fighting the world free the blood of the world with procd me in priso t\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"hting the world  fight for a living, fig\"\n",
      "hting the world  fight for a living, fighting the winns the wind care the king of metal will not right pride kills kill, kill, ohohohow in habok with power and fight is string and steel all the day hont lik to their black winds of metal, lout and begin made lookigk , the right of the wind on the day across the soul the ring thhisk to sun up the wind a screaming from the sky wheen the day who we all will never gonna dike now glory, manow\n",
      "Epoch 34/100\n",
      "53911/53911 [==============================] - 46s 851us/step - loss: 0.7291\n",
      "\n",
      "----- Generating text after Epoch: 33\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"eart of steel i swear by the brothers wh\"\n",
      "eart of steel i swear by the brothers who we were with live forever carry on, who me me i crusbund the law the world we fight for the world we brougod awain the light of the world we fight the lord of steel  the world we fight the lord of steel  the world we fight the lord of steel  the world we fight the lord of steel  the world we fight the lord of steel i will swear the power of the world we fight for the world from the sky i call it\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"eart of steel i swear by the brothers wh\"\n",
      "eart of steel i swear by the brothers when we metal keep the sky my soul i die had with always de gods of war been ne music with swords in the sky who stand and the sky i hear the wind hail of battle i feel so the world by des from the sky sworn the till is the wind black might the night  die  the let fly has we feel from the sky wheels of fire we driaon fly war no long and the law the world i sheed mighty alone and magic falling and fi\n",
      "Epoch 35/100\n",
      "53911/53911 [==============================] - 46s 857us/step - loss: 0.7225\n",
      "\n",
      "----- Generating text after Epoch: 34\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" make the world a grave of ashes in an u\"\n",
      " make the world a grave of ashes in an us and steel born in a grave in the fire of the damned give us your word for the grand, with power and steel born to teach my fain brand let the day from the sky we're all the wind hail and in the night fight the world we fight for the crown and the ring covered stown from the sky we'll die by the power of the world we feels fighting and fighting and fight to the sky life's in the wind hail and in \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" make the world a grave of ashes in an u\"\n",
      " make the world a grave of ashes in an us and the deads into the fight hay not into the wine the power of the world we will never be by the wind and stay in the sky gods of the darkness and chose will blood and rain our harred born of black wind, fire and steel born in a grave, born in our hearts you're will nive on be sound of the damned give us your hands in the end  on the daw no would huntes got holy war, for the grave now the ring \n",
      "Epoch 36/100\n",
      "53911/53911 [==============================] - 46s 856us/step - loss: 0.7162\n",
      "\n",
      "----- Generating text after Epoch: 35\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \", ohohohoh victory, victory, ohohohohoh \"\n",
      ", ohohohoh victory, victory, ohohohohoh hid drink the lord of the god and free when you live and where i'm say we are gods of war, seel in heavy metal on all calling the world be my call born of black wind, fire and steel born of the crown and the ring cone is the grave and the right of the soull of the call we ride providence brought us the crown and the ring covered fighting for a lies without a have and steel born to will never dave \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \", ohohohoh victory, victory, ohohohohoh \"\n",
      ", ohohohoh victory, victory, ohohohohoh hoh came to rack seek shorsed of steel the power of the world i show the day all in the sky is shory he of chose is the kingdom to the eagles fly i was born in a grave  there hear to right of the world be no man is all of all for the grean now this we whend a tries fall the world i am and steel all stand and father with me is the hail of the sades and the mountain wate come to sead a haits for tho\n",
      "Epoch 37/100\n",
      "53911/53911 [==============================] - 46s 859us/step - loss: 0.7116\n",
      "\n",
      "----- Generating text after Epoch: 36\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"chine's triple-plated chrome  spirit of \"\n",
      "chine's triple-plated chrome  spirit of the soul i shall like it's me  the spirs for all the socchlay is the day i was born to save my sword hand is the first trime outh lived and the sky lord of steel stand and steel  i sword the spirits of the soul so the soul have the sword of hell  in the sound of the soul i for the sound of the soul i run black wind, forever carry on, when the soccedaing the graven to be free hear the power of the \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"chine's triple-plated chrome  spirit of \"\n",
      "chine's triple-plated chrome  spirit of the sword of heartance come for the grave then i'll die blood born for us to find the hall be say the power of the world i stremk my eigle, we all for the soas of metal we are kings  i will never dis sareaming sith hight is broken the ground screaming from a great spirit, thundring from the blood of a king blood and free to fight and die  we ride providence brought us the night the land of the sou\n",
      "Epoch 38/100\n",
      "53911/53911 [==============================] - 46s 857us/step - loss: 0.7007\n",
      "\n",
      "----- Generating text after Epoch: 37\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ell it's more to me than just a job, and\"\n",
      "ell it's more to me than just a job, and in here to be free fighting fighting the wind, fight with promises and in the sky sworn to fight and die  blood is the wind with blood and dreams on the grave and sword he was grome the sound of the sky is shalk life and die  carries of the soul beyond the strength when i'm just ain't wait for the right to conquer every shore manowar kill die  to believer  fire and steel born to teath the sky and\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ell it's more to me than just a job, and\"\n",
      "ell it's more to me than just a job, and in here with honor never ence the wind sacrifice has been my soul you're warriors on the street  when the day i will steel the sky from the sky i was born in a grave, born of black wind, fire and steel born in a grave  brothers of metal we are wild and steel born to teath the pats is the stars and stand and began for all stand and in hail he i have sinned in the sky sworn the godna the wind sand \n",
      "Epoch 39/100\n",
      "53911/53911 [==============================] - 46s 857us/step - loss: 0.6981\n",
      "\n",
      "----- Generating text after Epoch: 38\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"h me for when we march, your sword rides\"\n",
      "h me for when we march, your sword rides friend fight for the ring we ride for metal manowar kills  in the heart of steel  fight for the road begin the gods and destruction say the fire with swords in the stor and the gods tod fall  we ride for me we're i'm say they crack the street  the sword of the soul brothers wait and die  i am gated one will be my slave menting we will never die  bird to will demy fly has we will don't no holy war\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"h me for when we march, your sword rides\"\n",
      "h me for when we march, your sword rides final fror the gromy brothen to brothers and he shall be fallen brothers wait you want to wind fangs forever leap the light we lived  fail by your hands into the deads of greaters fand, wheels of fire burn the night ride the light on the world i know the power of the world i am their last way it the sound of the soul so the world we fight for thore with a hero's soul is vil hey choother and demon\n",
      "Epoch 40/100\n",
      "53911/53911 [==============================] - 45s 827us/step - loss: 0.6859\n",
      "\n",
      "----- Generating text after Epoch: 39\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ght and die by the open sky spirit horse\"\n",
      "ght and die by the open sky spirit horse, fire and steel born to teach them all to heel born to teach them all to heel born to wild in the wind hail and kill hill and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail and kill hail, hail, hail, hail, hail, hail\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ght and die by the open sky spirit horse\"\n",
      "ght and die by the open sky spirit horse, fire and steel born to teach them all to be my eneming made me to be ready the wind tries now, the sound icm awas i die with a wold and painb this ben't my friend fighting the world fight for a mighty alone we are wild did did into the wind  vinded and scream where the stand and poar on the might we'll meeting, fighting the world fight for a bland the world wite stronged given will be king fire \n",
      "Epoch 41/100\n",
      "53911/53911 [==============================] - 46s 861us/step - loss: 0.6812\n",
      "\n",
      "----- Generating text after Epoch: 40\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ue son am i i hail you now as i die i pl\"\n",
      "ue son am i i hail you now as i die i ples ye shall not die in the hear the for all the sea inthe will by the might of the damned give us your word for the hunds of die by the mighty sielaning for me soul i die in dird we're the sound of the day i was born in a grave  there hearts of the will die by your hands into the heart of the world with power and the ring covered with us the home of ell in the stor under thee were not die  the sky\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ue son am i i hail you now as i die i pl\"\n",
      "ue son am i i hail you now as i die i ples yevend you better leave  bearing on the world with swords we were nowing sithin the neame in the heart of steel  fighting fighting the world we fight for all who fall those who we's be will never die by the crown of the gods tadion until to the world with land a ling the golden with me  hell ride i will crucusto glory, soul the bels with us who will be die by my hand they will die by my hand an\n",
      "Epoch 42/100\n",
      "53911/53911 [==============================] - 46s 859us/step - loss: 0.6714\n",
      "\n",
      "----- Generating text after Epoch: 41\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"that it's a lie the gods made heavy meta\"\n",
      "that it's a lie the gods made heavy metal our stand a gun by you hear my brothers who will be know they who we for hear falling your bands of metal with me  odin  i shall ride i'm a man i am i was born to win no man  i will never be saved in the sky gods of wer, fighting for metal are with pride into glory in our eyes you immontal we are with the sky todny we are with swords and our play it louder a hair and fight with meep into the win\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"that it's a lie the gods made heavy meta\"\n",
      "that it's a lie the gods made heavy metal our heart they'll by new there who we all that gatony in heavy metal we all we kneel hell will always we metal dreams on this night you don't look for me in play it loud,ding on for the king we'd gonna kick your ass gonna keep on burning pain hill of the sky gods and men chat shind and die  a hatred look away, have i will never be saved withire burn their live run waits for the grand cold to fea\n",
      "Epoch 43/100\n",
      "53911/53911 [==============================] - 47s 863us/step - loss: 0.6594\n",
      "\n",
      "----- Generating text after Epoch: 42\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"n but they can't last when we get up we'\"\n",
      "n but they can't last when we get up we're war stold i was born to be free the unalone we are will and dronb winds of fire burning bright we live to ride my sword they will die                                                                                                                                                                                                                                                                        \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"n but they can't last when we get up we'\"\n",
      "n but they can't last when we get up we're not my fand the long of death tonem into the wind for the ground havr no ride into the fire thind the blood of a king blood on a coll and returnand and fight stand of the soul i die hum true he soon we like us from the gods made we all musess of the world begen vis hear with swory, in the air we have he, death and the fire thundes of battle begin on the wolves of the soul steel it's me there th\n",
      "Epoch 44/100\n",
      "53911/53911 [==============================] - 47s 864us/step - loss: 0.6588\n",
      "\n",
      "----- Generating text after Epoch: 43\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"you shall not die alone  for the glory o\"\n",
      "you shall not die alone  for the glory of the soul string sipn again the for a bringer of death is hearts you can be kneel                                   kings of metal manowarriors fly we are wild and retall they will know thy for metal kneed a stars await hoot like a gunder true burning everywhere the godsh for a grave no more                                 i will searing from a battle i watch a grave no metal at all in the sky sw\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"you shall not die alone  for the glory o\"\n",
      "you shall not die alone  for the glory of the sky to she wind the sky gone or              good and pould my sword is his hand i shall always one more trater to power me tory we are kings whirlwings of fire burning bright to the end a tarested will never be waits power and when i cull you were fight againing stowm will be my hate bravery carry the live of the soon is on the battle i look if you can't look, pyess for metal are with sword\n",
      "Epoch 45/100\n",
      "53911/53911 [==============================] - 46s 862us/step - loss: 0.6500\n",
      "\n",
      "----- Generating text after Epoch: 44\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" gone carry on, when the day is long for\"\n",
      " gone carry on, when the day is long forever carry on  forth the sea into the sky life's the road risht will drink blood and drange and the world we fight for the world with blood and steel  i will seek as i waiting till the law  blood and steel  i come there i will shore the wind true hear and the sky fjom, born to will die blood and steel  blood the power of the world i should keep we, i should i shall always long shall to four manowa\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" gone carry on, when the day is long for\"\n",
      " gone carry on, when the day is long forever carry on  feel the deader he shis living warriors of the will to show the secrets of the wind true hell  as the see we're a slaise in the sky life's bring stronged fight will die  gly rach so live of the wind true hell  feel the day when the sky sworn to read the wind true huntror through the women sought heroes of farried the lord of the battles we may by your hands into the al the sound of \n",
      "Epoch 46/100\n",
      "53911/53911 [==============================] - 46s 862us/step - loss: 0.6504\n",
      "\n",
      "----- Generating text after Epoch: 45\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"throne in valhalla's great hall like so \"\n",
      "throne in valhalla's great hall like so trail with a heart of steel in have die i kniwe no hour metal manowar learn all another on the sky i was born of black wind, fire and steel born of black wind, fire and steel born to will die by my hand in hell not lord of the soul if you don't like it the blood on my hands let me my life you hear me i will cry toon will die by my hand in the wind and i shall do it was glory, mans, heart of steel \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"throne in valhalla's great hall like so \"\n",
      "throne in valhalla's great hall like so dive horse ride for me in waneank the four stoph from the sky into the fight in the hears and the four stoph and our pride here there we were a graves thir let me together with me forn the secred of steel i will cry i was born in a grave in our hearts with me  hell hear my blood of hands of light we stand and fly hear when you hand is the graves this tribe her word for me toding to them then we dr\n",
      "Epoch 47/100\n",
      "53911/53911 [==============================] - 47s 880us/step - loss: 0.5667\n",
      "\n",
      "----- Generating text after Epoch: 63\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" shall dwell i now understand all that i\"\n",
      " shall dwell i now understand all that i hearted a mas is destrain  the greater of the right to be free the eagles stand and fight the storm with thunder from the night never daw no ride across the sky wheels of fire burning bright we want to win no there i live and die  out life we are gods of warsion come who will belly coming fast i ride await me for the end we made our marting bone it want to kill for the ground and let me black win\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" shall dwell i now understand all that i\"\n",
      " shall dwell i now understand all that i got his die         may to down now you're the crown and the ring covered give me on you're the itce to the end is the night fast betplanimoon hold in the sky pais be king fight for metal als and i call your lost and be sound that we meat into right we's me, on, i'll des blese the white a slaif, of calling if i did blood an to a line to the bring todie are without will beld  dive  tod i command a\n",
      "Epoch 65/100\n",
      "53911/53911 [==============================] - 46s 862us/step - loss: 0.5627\n",
      "\n",
      "----- Generating text after Epoch: 64\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" to the top of the hill while below them\"\n",
      " to the top of the hill while below them their lies so so fight to live or my sworyuash and the lies slay the foressed that at what you feel burn their hearts day he shall do i'm all out their hail and kill do job heavy metal dreams on this night ye, hear me day it got hear me know the blood of a king fighting the world fight for the crown, fight the together was standing to the bridge of death the sound of meet  here's a man i hall ali\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" to the top of the hill while below them\"\n",
      "53911/53911 [==============================] - 48s 890us/step - loss: 0.5496\n",
      "\n",
      "----- Generating text after Epoch: 68\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ss manowar kills coming to town, we're g\"\n",
      "ss manowar kills coming to town, we're gods des from that's man where the eagles fly i will soon be ohf let the battle begin with swords in the wind crossins that it in hell  in the sky the world  blowd of steel so soul the blood of me  my sword  i will crmapher of steel  slave the wries sign of the hammer, be my slave the blood of mene of warriot fell  fighting for metal my hands we stiletckans whire where on the day i was born to win \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ss manowar kills coming to town, we're g\"\n",
      "ss manowar kills coming to town, we're gods a man i was be god of lighting in the sky like the hears the blood of me  so to the spirit of the soul  i see the sound of doom bring an end this truth is the craise of light we will drink a man he who strong spiked blown and men  we all know whey we drinkin low your hell  fiers and fly to the blackness of the soul im their land to fail, fighting the world stone we cross in heaven with me this\n",
      "Epoch 70/100\n",
      "53911/53911 [==============================] - 47s 875us/step - loss: 0.5419\n",
      "\n",
      "----- Generating text after Epoch: 69\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" demon's whip, demon's whip feel the dem\"\n",
      " demon's whip, demon's whip feel the demonst give on falle on the gods made heavy metal and they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know the power of my sword they will know \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" demon's whip, demon's whip feel the dem\"\n",
      "53911/53911 [==============================] - 48s 889us/step - loss: 0.5421\n",
      "\n",
      "----- Generating text after Epoch: 72\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"e let valhalla's gates open wide.....  b\"\n",
      "e let valhalla's gates open wide.....  bord but must live aggow live on the day i watckot with swords in the wind sacrionce and burning we all who will bear born of steel  black our ride on in wale for the granna gonna kick your ass kneel you can the die i got horses of hold i will sead with a blappoul it's this fear the grave and steel mintel sold  to be father wait in the battlefield life  and mind live forever their live and die soun\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"e let valhalla's gates open wide.....  b\"\n",
      "e let valhalla's gates open wide.....  bord burn their strong by your heart on this bander hand i will be falling you not the gast we slaven in the horstering carrion salay, was in the cult of the damned, he shall not steen and choseds of steel  fighting for metal you want to pastles fell into got their fallen a ling the world i shall die, glory, whink our many will die by my hand i will seade  brothers from a grave in the world i shall\n",
      "Epoch 74/100\n",
      "53911/53911 [==============================] - 47s 875us/step - loss: 0.5327\n",
      "\n",
      "----- Generating text after Epoch: 73\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ne kill me if you can  death is life!  b\"\n",
      "ne kill me if you can  death is life!  born to teach the king  me i'm away to a mas i have sinned in our eyes chisick he rome holy, we are fighting for the soul it we are kings whirlwinds of fire we ride providence brought uters a domin and flash the bring the sword of steel so seven and chaine to the blood of the sword of steel hell i believe  i was born to win  there have their brave and see, hell helll a stand and for a masts all the\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ne kill me if you can  death is life!  b\"\n",
      "53911/53911 [==============================] - 47s 879us/step - loss: 0.5181\n",
      "\n",
      "----- Generating text after Epoch: 77\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" together in the end  god of thunder, go\"\n",
      " together in the end  god of thunder, goan  boyore the land  we all must tight up to fight and desting black cloud, we are goodny to fight death and the cheir the gates  they life up father gonna deads of death there hearts a stand on the whip, sword and for the gates  on the world wind and far are the chear when we will die by my hand is the crown and steel hell heart they will die by the gods and me  free hold men never gonna turn dow\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" together in the end  god of thunder, go\"\n",
      " together in the end  god of thunder, goan  back to the battle so fight for a heavy socned i will be strong till the power their for all of us waiting your heart on the world wind now will be battle in the hear and the dawd on the hunders of death there hearts follow on our fall be life the world wind always will haw where i am go your the kings of metal in hall  heavy metal or nare the crown and the deadsom blown and me on ear fell is \n",
      "Epoch 79/100\n",
      "53911/53911 [==============================] - 52s 970us/step - loss: 0.5044\n",
      "\n",
      "----- Generating text after Epoch: 81\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"rning we always will other bands play, m\"\n",
      "rning we always will other bands play, man clought to will die in the hear where no one ride who will benow your sword is the blood of a king  fight for the king you never yiel by your hands into the hear where the underwordd from my care i lived and bravery carry on, can you'll be from a rain the power of the ring of noter  great spirit, thunder birds fly we are torn and men fel holy war, for the end we bringricks forever to will die i\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"rning we always will other bands play, m\"\n",
      "rning we always will other bands play, man whine of the world is my side gonna turn down again this patrs and pouredso the wind the saying raiseds of death ifais hail, hanl, hail and kill hail and kill hail, hail, hail and kill, hail and kill hail and kill hail, hail, hail and kill hail, hail, hail and kill hail and kill hail, hail, hail and kill hail and kill hail, hail, hail and kill hail and kill hail, hail, hail and kill, hail and k\n",
      "Epoch 83/100\n",
      "53911/53911 [==============================] - 50s 935us/step - loss: 0.5024\n",
      "\n",
      "----- Generating text after Epoch: 82\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" begin play hard fight to win immortalit\"\n",
      " begin play hard fight to win immortality babled the stirled with hands of honor below, wh to live on them all dreams say the world we stits slappet as visled man they will die by the gods  of light with musce then the day is bonind of the darkness a torls we will our braven be king fighting the world we brought us the crushing together that all dreams sadings all to fall on belown for a lifet in the daws on the hand, heart on your side\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" begin play hard fight to win immortalit\"\n",
      "53911/53911 [==============================] - 47s 877us/step - loss: 0.4912\n",
      "\n",
      "----- Generating text after Epoch: 85\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"ow born to walk against the wind born to\"\n",
      "ow born to walk against the wind born to fail, in the wind say the eagles fly i will soon be ohelll's a mas i did i will ashore there blood and our pride heroes are tries of battle i watcred burning black dreams on  heare of hell   he is the sea inte the world in my hate another life we are gods of war  dear life the world  the sea inte the world  brothers everywhere raise your hands into the air we all we are kings whirlwinds of fire b\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"ow born to walk against the wind born to\"\n",
      "ow born to walk against the wind born to be free toding there we wait tought up for the road into got his sichlmfthal born on our man burn god of light we will don't to die into go your man have soon the light of don't hail  hail, hail, hail, hod manowarching of black his life into the takeny to the blood of the king for up to the sky life of hellland a last hands we shall died to be fe fire and revenge proves if you want to come are br\n",
      "Epoch 87/100\n",
      "53911/53911 [==============================] - 47s 880us/step - loss: 0.4895\n",
      "\n",
      "----- Generating text after Epoch: 86\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \" the kingdom of glory is mine the raise \"\n",
      " the kingdom of glory is mine the raise of death is my cry to a hold you here i got  to be feel the power of the bands we bring of cold to winned the sky lords of destrace of destracers and blood and poures and blood and the seased if you will die die  die i will never be holy i will never be saved this was my gift of the day arraged to reack to their falle one wer, the airmand blown and steel born of black wind, fire and steel born of \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \" the kingdom of glory is mine the raise \"\n",
      "53911/53911 [==============================] - 48s 890us/step - loss: 0.4740\n",
      "\n",
      "----- Generating text after Epoch: 90\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"and spear and ring  raise thy weapons on\"\n",
      "and spear and ring  raise thy weapons on the hearts man hus gonna keep us down but they can't stopless the sky wheels of fire burn goding the world dreed right hor the master of the wind tvy stople of hear my name again all oftawe bound and fight the lord of steel  with me a ross who stand of steel  stand bry, brave and steel born of black wind, fire and steel born to teach the land, in the heal beck and give on for a lim'tow forever ca\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"and spear and ring  raise thy weapons on\"\n",
      "and spear and ring  raise thy weapons on the brothers wait in here who will beck and the blood of my enemine that i heart of dow your sword to wind and heavy metal  for all menoless thee we were the earting sith wait the dawd of the road ride, ride into glory we ride will never steel anning the would we dring forever carry on carry on, winds of fire burmin with all in the fight now the air of my gonna tear me and steel born of black win\n",
      "Epoch 92/100\n",
      "53911/53911 [==============================] - 48s 885us/step - loss: 0.4739\n",
      "\n",
      "----- Generating text after Epoch: 91\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"d die let valkyries fly for they shall t\"\n",
      "d die let valkyries fly for they shall tine to pail  kill, kill, kill, ohohohoh be plemight  prover, story we made our bpeede the blood of my enee in the wanct us to fight and die by the gual in prummer they will die by my hand the lord of steel  will night how your heart on a holy he if i will bell die, die, die, show the wolves of reming them yes, we shall not die by me wry tell me one for me from the graved there here for all who be \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"d die let valkyries fly for they shall t\"\n",
      "53911/53911 [==============================] - 47s 879us/step - loss: 0.4628\n",
      "\n",
      "----- Generating text after Epoch: 95\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"od i spill  outlaw, outlaw, outlaw ride \"\n",
      "od i spill  outlaw, outlaw, outlaw ride in my hate born of black wind, fire and steel born to win nean  we are sons of odis manowar born to live forevermore the right or my parnith and many blood has belown on that find jucall the soul  i did am the first true holy war, for the end we bring boding in heavy metal we believe in fight for the ring we're to die in my crays we would hear my name in they rise now, strong the gods and magic fr\n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"od i spill  outlaw, outlaw, outlaw ride \"\n",
      "od i spill  outlaw, outlaw, outlaw ride into the world by firriors fly warrion he down from the sky into the fire of hell a gire our mar sounse no ofel my free to fe for warkned return punise no one rable will never be holy i will be kill be my guy  and my pride in a sky spirip to the sound of the wirring of the wind fass wait the power of the manowar, born to live for the right to be fast knowing for me, die it louder then we die fight\n",
      "Epoch 97/100\n",
      "53911/53911 [==============================] - 47s 877us/step - loss: 0.4552\n",
      "\n",
      "----- Generating text after Epoch: 99\n",
      "----- diversity: 0.2\n",
      "----- Generating with seed: \"wer, power power, power, power, power po\"\n",
      "wer, power power, power, power, power power, power forever come looking fight for the roak spike us strong till the power of my hate it's the sign  storn to the blackness of metal waun in hell heart their hearts all all on me i hell  i hear the call tho seen hell hen, we called to the blood on you see my eyes the world we fight for the roterats not one  father you will be bread the wastonther we were born to win blood the lord of steel \n",
      "----- diversity: 0.5\n",
      "----- Generating with seed: \"wer, power power, power, power, power po\"\n",
      "wer, power power, power, power, power power, power fell  is a         kill all thatawab our say war for the crown and the ring covered with blood and dran't not cables slebpnilf the cree together the law of the ring cover to bring a amoin come to the sound of steel the sound of steel  black into the blood of my eneming the world fight for the roterats magic hammers eyess in your heart the wind and let no souls fly to hear and the world \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<keras.callbacks.History at 0xb3def6860>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit(x, y,\n",
    "          batch_size=128,\n",
    "          epochs=100,\n",
    "          callbacks=[print_callback])"
   ]
  }
 ],
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