diff --git a/package.json b/package.json
index ed4715785f..1d89fd7166 100644
--- a/package.json
+++ b/package.json
@@ -32,7 +32,7 @@
     "location-history": "^1.0.0",
     "material-ui": "^0.17.0",
     "mkdirp": "^0.5.1",
-    "music-metadata": "^0.9.8",
+    "music-metadata": "^0.9.15",
     "network-address": "^1.1.0",
     "parse-torrent": "^5.7.3",
     "prettier-bytes": "^1.0.1",
diff --git a/src/renderer/lib/torrent-poster.js b/src/renderer/lib/torrent-poster.js
index f05d1bb58b..ec10913510 100644
--- a/src/renderer/lib/torrent-poster.js
+++ b/src/renderer/lib/torrent-poster.js
@@ -3,39 +3,145 @@ module.exports = torrentPoster
 const captureFrame = require('capture-frame')
 const path = require('path')
 
+const mediaExtensions = {
+  audio: ['.aac', '.asf', '.flac', '.m2a', '.m4a', '.mp2', '.mp4', '.mp3', '.oga', '.ogg', '.opus',
+    '.wma', '.wav', '.wv', '.wvp'],
+  video: ['.mp4', '.m4v', '.webm', '.mov', '.mkv'],
+  image: ['.gif', '.jpg', '.jpeg', '.png']
+}
+
 function torrentPoster (torrent, cb) {
   // First, try to use a poster image if available
   const posterFile = torrent.files.filter(function (file) {
     return /^poster\.(jpg|png|gif)$/.test(file.name)
   })[0]
-  if (posterFile) return torrentPosterFromImage(posterFile, torrent, cb)
+  if (posterFile) return extractPoster(posterFile, cb)
+
+  // 'score' each media type based on total size present in torrent
+  const bestScore = ['audio', 'video', 'image'].map(mediaType => {
+    return {
+      type: mediaType,
+      size: calculateDataLengthByExtension(torrent, mediaExtensions[mediaType])}
+  }).sort((a, b) => { // sort descending on size
+    return b.size - a.size
+  })[0]
 
-  // Second, try to use the largest video file
-  // Filter out file formats that the <video> tag definitely can't play
-  const videoFile = getLargestFileByExtension(torrent, ['.mp4', '.m4v', '.webm', '.mov', '.mkv'])
-  if (videoFile) return torrentPosterFromVideo(videoFile, torrent, cb)
+  if (bestScore.size === 0) {
+    // Admit defeat, no video, audio or image had a significant presence
+    return cb(new Error('Cannot generate a poster from any files in the torrent'))
+  }
 
-  // Third, try to use the largest image file
-  const imgFile = getLargestFileByExtension(torrent, ['.gif', '.jpg', '.jpeg', '.png'])
-  if (imgFile) return torrentPosterFromImage(imgFile, torrent, cb)
+  // Based on which media type is dominant we select the corresponding poster function
+  switch (bestScore.type) {
+    case 'audio':
+      return torrentPosterFromAudio(torrent, cb)
+    case 'image':
+      return torrentPosterFromImage(torrent, cb)
+    case 'video':
+      return torrentPosterFromVideo(torrent, cb)
+  }
+}
 
-  // TODO: generate a waveform from the largest sound file
-  // Finally, admit defeat
-  return cb(new Error('Cannot generate a poster from any files in the torrent'))
+/**
+ * Calculate the total data size of file matching one of the provided extensions
+ * @param torrent
+ * @param extensions List of extension to match
+ * @returns {number} total size, of matches found (>= 0)
+ */
+function calculateDataLengthByExtension (torrent, extensions) {
+  const files = filterOnExtension(torrent, extensions)
+  if (files.length === 0) return 0
+  return files
+    .map(file => file.length)
+    .reduce((a, b) => {
+      return a + b
+    })
 }
 
+/**
+ * Get the largest file of a given torrent, filtered by provided extension
+ * @param torrent Torrent to search in
+ * @param extensions Extension whitelist filter
+ * @returns Torrent file object
+ */
 function getLargestFileByExtension (torrent, extensions) {
-  const files = torrent.files.filter(function (file) {
+  const files = filterOnExtension(torrent, extensions)
+  if (files.length === 0) return undefined
+  return files.reduce((a, b) => {
+    return a.length > b.length ? a : b
+  })
+}
+
+/**
+ * Filter file on a list extension, can be used to find al image files
+ * @param torrent Torrent to filter files from
+ * @param extensions File extensions to filter on
+ * @returns {number} Array of torrent file objects matching one of the given extensions
+ */
+function filterOnExtension (torrent, extensions) {
+  return torrent.files.filter(file => {
     const extname = path.extname(file.name).toLowerCase()
     return extensions.indexOf(extname) !== -1
   })
-  if (files.length === 0) return undefined
-  return files.reduce(function (a, b) {
-    return a.length > b.length ? a : b
+}
+
+/**
+ * Returns a score how likely the file is suitable as a poster
+ * @param imgFile File object of an image
+ * @returns {number} Score, higher score is a better match
+ */
+function scoreAudioCoverFile (imgFile) {
+  const fileName = path.basename(imgFile.name, path.extname(imgFile.name)).toLowerCase()
+  const relevanceScore = {
+    cover: 80,
+    folder: 80,
+    album: 80,
+    front: 80,
+    back: 20
+  }
+
+  for (let keyword in relevanceScore) {
+    if (fileName === keyword) {
+      return relevanceScore[keyword]
+    }
+    if (fileName.indexOf(keyword) !== -1) {
+      return 0.8 * relevanceScore[keyword]
+    }
+  }
+  return 0
+}
+
+function torrentPosterFromAudio (torrent, cb) {
+  const imageFiles = filterOnExtension(torrent, mediaExtensions.image)
+
+  const bestCover = imageFiles.map(file => {
+    return {
+      file: file,
+      score: scoreAudioCoverFile(file)
+    }
+  }).reduce((a, b) => {
+    if (a.score > b.score) {
+      return a
+    }
+    if (b.score > a.score) {
+      return b
+    }
+    // If score is equal, pick the largest file, aiming for highest resolution
+    if (a.file.length > b.file.length) {
+      return a
+    }
+    return b
   })
+
+  if (!bestCover) return cb(new Error('Generated poster contains no data'))
+
+  const extname = path.extname(bestCover.file.name)
+  bestCover.file.getBuffer((err, buf) => cb(err, buf, extname))
 }
 
-function torrentPosterFromVideo (file, torrent, cb) {
+function torrentPosterFromVideo (torrent, cb) {
+  const file = getLargestFileByExtension(torrent, mediaExtensions.video)
+
   const index = torrent.files.indexOf(file)
 
   const server = torrent.createServer(0)
@@ -77,7 +183,12 @@ function torrentPosterFromVideo (file, torrent, cb) {
   }
 }
 
-function torrentPosterFromImage (file, torrent, cb) {
+function torrentPosterFromImage (torrent, cb) {
+  const file = getLargestFileByExtension(torrent, mediaExtensions.image)
+  extractPoster(file, cb)
+}
+
+function extractPoster (file, cb) {
   const extname = path.extname(file.name)
-  file.getBuffer((err, buf) => cb(err, buf, extname))
+  file.getBuffer((err, buf) => { return cb(err, buf, extname) })
 }
diff --git a/src/renderer/pages/player-page.js b/src/renderer/pages/player-page.js
index c6a2b72afd..ccc73f1b0b 100644
--- a/src/renderer/pages/player-page.js
+++ b/src/renderer/pages/player-page.js
@@ -207,7 +207,7 @@ function renderOverlay (state) {
 function renderAudioMetadata (state) {
   const fileSummary = state.getPlayingFileSummary()
   if (!fileSummary.audioInfo) return
-  const common = fileSummary.audioInfo.common
+  const common = fileSummary.audioInfo.common || {}
 
   // Get audio track info
   const title = common.title ? common.title : fileSummary.name
@@ -273,6 +273,7 @@ function renderAudioMetadata (state) {
 
   // Audio metadata: format
   const format = []
+  fileSummary.audioInfo.format = fileSummary.audioInfo.format || ''
   if (fileSummary.audioInfo.format.dataformat) {
     format.push(fileSummary.audioInfo.format.dataformat)
   }
diff --git a/src/renderer/webtorrent.js b/src/renderer/webtorrent.js
index 44b67377c5..a8679fef7a 100644
--- a/src/renderer/webtorrent.js
+++ b/src/renderer/webtorrent.js
@@ -340,6 +340,10 @@ function getAudioMetadata (infoHash, index) {
   const torrent = client.get(infoHash)
   const file = torrent.files[index]
 
+  // Set initial matadata to display the filename first.
+  const metadata = { title: file.name }
+  ipc.send('wt-audio-metadata', infoHash, index, metadata)
+
   const options = {native: false, skipCovers: true, fileSize: file.length}
   const onMetaData = file.done
     // If completed; use direct file access
diff --git a/test/test-select-poster.js b/test/test-select-poster.js
new file mode 100644
index 0000000000..501acdfe43
--- /dev/null
+++ b/test/test-select-poster.js
@@ -0,0 +1,25 @@
+const test = require('tape')
+
+const fs = require('fs')
+const path = require('path')
+
+const WebTorrent = require('webtorrent')
+const torrentPoster = require('../build/renderer/lib/torrent-poster')
+
+const client = new WebTorrent()
+
+test("get cover from: 'wiredCd.torrent'", (t) => {
+  const torrentPath = path.join(__dirname, '..', 'static', 'wiredCd.torrent')
+  const torrentData = fs.readFileSync(torrentPath)
+
+  client.add(torrentData, (torrent) => {
+    torrentPoster(torrent, (err, buf, extension) => {
+      if (err) {
+        t.fail(err)
+      } else {
+        t.equals(extension, '.jpg')
+        t.end()
+      }
+    })
+  })
+})