diff --git a/src/tribler-core/tribler_core/components/metadata_store/utils.py b/src/tribler-core/tribler_core/components/metadata_store/utils.py
index a90d1c12b94..c1a0ba9c816 100644
--- a/src/tribler-core/tribler_core/components/metadata_store/utils.py
+++ b/src/tribler-core/tribler_core/components/metadata_store/utils.py
@@ -1,22 +1,23 @@
 import random
-import string
 import time
 
 from ipv8.keyvault.crypto import default_eccrypto
 
 from pony.orm import db_session
 
+from faker import Faker
+
 from tribler_core.components.metadata_store.db.store import MetadataStore
 from tribler_core.components.tag.community.tag_payload import TagOperation
 from tribler_core.components.tag.db.tag_db import TagDatabase, TagOperationEnum
 from tribler_core.tests.tools.common import PNG_FILE
-from tribler_core.utilities.random_utils import random_infohash, random_string, random_utf8_string
-
+from tribler_core.utilities.random_utils import random_infohash
 
 # Some random keys used for generating tags.
 random_key_1 = default_eccrypto.generate_key('low')
 random_key_2 = default_eccrypto.generate_key('low')
 random_key_3 = default_eccrypto.generate_key('low')
+fake = Faker()
 
 
 class RequestTimeoutException(Exception):
@@ -27,10 +28,14 @@ class NoChannelSourcesException(Exception):
     pass
 
 
+def generate_title(words_count=5):
+    return fake.sentence(nb_words=words_count)[:-1]
+
+
 def tag_torrent(infohash, tags_db, tags=None, suggested_tags=None):
-    tags = tags or [random_string(size=random.randint(3, 10), chars=string.ascii_lowercase)
+    tags = tags or [fake.word()
                     for _ in range(random.randint(2, 6))]
-    suggested_tags = suggested_tags or [random_string(size=random.randint(3, 10), chars=string.ascii_lowercase)
+    suggested_tags = suggested_tags or [fake.word()
                                         for _ in range(random.randint(1, 3))]
 
     # Give each torrent some tags
@@ -58,7 +63,7 @@ def generate_torrent(metadata_store, tags_db, parent):
     last_check = now - random.randint(3600, 24 * 3600)
     category = random.choice(["Video", "Audio", "Documents", "Compressed", "Books", "Science"])
     torrent_state = metadata_store.TorrentState(infohash=infohash, seeders=10, last_check=last_check)
-    metadata_store.TorrentMetadata(title=random_utf8_string(50), infohash=infohash, origin_id=parent.id_,
+    metadata_store.TorrentMetadata(title=generate_title(words_count=4), infohash=infohash, origin_id=parent.id_,
                                    health=torrent_state, tags=category)
 
     tag_torrent(infohash, tags_db)
@@ -66,7 +71,7 @@ def generate_torrent(metadata_store, tags_db, parent):
 
 @db_session
 def generate_collection(metadata_store, tags_db, parent):
-    coll = metadata_store.CollectionNode(title=random_utf8_string(50), origin_id=parent.id_)
+    coll = metadata_store.CollectionNode(title=generate_title(words_count=3), origin_id=parent.id_)
     for _ in range(0, 3):
         generate_torrent(metadata_store, tags_db, coll)
 
@@ -78,7 +83,7 @@ def generate_channel(metadata_store: MetadataStore, tags_db: TagDatabase, title=
 
     metadata_store.ChannelNode._my_key = default_eccrypto.generate_key('low')
     chan = metadata_store.ChannelMetadata(
-        title=title or random_utf8_string(100), subscribed=subscribed, infohash=random_infohash()
+        title=generate_title(words_count=5), subscribed=subscribed, infohash=random_infohash()
     )
 
     # add some collections to the channel
@@ -112,7 +117,7 @@ def generate_test_channels(metadata_store, tags_db) -> None:
         generate_collection(metadata_store, tags_db, chan1)
     chan1.commit_channel_torrent()
 
-    chan2 = metadata_store.ChannelMetadata.create_channel(title="personal channel " + random_utf8_string(50))
+    chan2 = metadata_store.ChannelMetadata.create_channel(title="personal channel " + generate_title(words_count=2))
     for _ in range(0, 3):
         generate_collection(metadata_store, tags_db, chan2)