diff --git a/alembic/versions/fe0956c93730_new_field_artists.py b/alembic/versions/fe0956c93730_new_field_artists.py
new file mode 100644
index 00000000..77fdeb56
--- /dev/null
+++ b/alembic/versions/fe0956c93730_new_field_artists.py
@@ -0,0 +1,34 @@
+"""new field: artists.
+
+Revision ID: fe0956c93730
+Revises: 6d4e785df5cb
+Create Date: 2022-10-06 18:26:11.939381
+
+"""
+import sqlalchemy as sa
+
+from alembic import op
+
+# revision identifiers, used by Alembic.
+revision = "fe0956c93730"
+down_revision = "6d4e785df5cb"
+branch_labels = None
+depends_on = None
+
+
+def upgrade():
+    op.create_table(
+        "artist",
+        sa.Column("_id", sa.Integer(), nullable=False),
+        sa.Column("_track_id", sa.Integer(), nullable=True),
+        sa.Column("name", sa.String(), nullable=False),
+        sa.ForeignKeyConstraint(
+            ["_track_id"],
+            ["track._id"],
+        ),
+        sa.PrimaryKeyConstraint("_id"),
+    )
+
+
+def downgrade():
+    op.drop_table("artist")
diff --git a/docs/fields.rst b/docs/fields.rst
index d66914b1..f06c9b61 100644
--- a/docs/fields.rst
+++ b/docs/fields.rst
@@ -18,6 +18,7 @@ Track Fields
     "album", "Album title", ""
     "albumartist", "Album artist", ""
     "artist", "Track artist", ""
+    "artists", "Set of track artists.", "Supports multiple values"
     "date", "Album release date", "YYYY-MM-DD format"
     "disc", "Disc number", ""
     "disc_total", "Number of discs in the album", ""
diff --git a/moe/plugins/edit/edit_core.py b/moe/plugins/edit/edit_core.py
index c1a1b5ba..b6923485 100644
--- a/moe/plugins/edit/edit_core.py
+++ b/moe/plugins/edit/edit_core.py
@@ -3,6 +3,8 @@
 import datetime
 import logging
 
+import sqlalchemy.ext.associationproxy
+
 from moe.library import LibItem
 
 __all__ = ["EditError", "edit_item"]
@@ -40,6 +42,10 @@ def edit_item(item: LibItem, field: str, value: str):
         setattr(item, field, value)
     elif isinstance(attr, int):
         setattr(item, field, int(value))
+    elif isinstance(attr, set) or isinstance(
+        attr, sqlalchemy.ext.associationproxy._AssociationSet
+    ):
+        setattr(item, field, {value.strip() for value in value.split(";")})
     elif isinstance(attr, datetime.date):
         try:
             setattr(item, field, datetime.date.fromisoformat(value))
diff --git a/moe/plugins/write.py b/moe/plugins/write.py
index 45db2c88..0e0e8bd8 100644
--- a/moe/plugins/write.py
+++ b/moe/plugins/write.py
@@ -76,6 +76,7 @@ def write_custom_tags(track: Track):
     audio_file.album = track.album
     audio_file.albumartist = track.albumartist
     audio_file.artist = track.artist
+    audio_file.artists = track.artists
     audio_file.date = track.date
     audio_file.disc = track.disc
     audio_file.disctotal = track.disc_total
diff --git a/pyproject.toml b/pyproject.toml
index b6786d41..037653bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ moe = 'moe.cli:main'
 python = ">=3.9, <3.11"
 alembic = "^1.4.2"
 dynaconf = "^3.1.4"
-mediafile = "^0.6.0"
+mediafile = "^0.9.0"
 musicbrainzngs = "^0.7.1"
 pluggy = "^0.13.1"
 pyyaml = "^5.3.1"
diff --git a/tests/library/test_track.py b/tests/library/test_track.py
index 4ed8accf..1b62fc07 100644
--- a/tests/library/test_track.py
+++ b/tests/library/test_track.py
@@ -118,6 +118,7 @@ def test_read_tags(self, tmp_config):
         track.album = "The Lost Album"
         track.albumartist = "Wu-Tang Clan"
         track.artist = "Wu-Tang Clan"
+        track.artists = {"Wu-Tang Clan", "Me"}
         track.date = datetime.date(2020, 1, 12)
         track.disc = 1
         track.disc_total = 2
@@ -131,6 +132,7 @@ def test_read_tags(self, tmp_config):
         assert new_track.album == track.album
         assert new_track.albumartist == track.albumartist
         assert new_track.artist == track.artist
+        assert new_track.artists == track.artists
         assert new_track.date == track.date
         assert new_track.disc == track.disc
         assert new_track.disc_total == track.disc_total
diff --git a/tests/plugins/edit/test_edit_core.py b/tests/plugins/edit/test_edit_core.py
index 2f2dbd1e..7a21e3f1 100644
--- a/tests/plugins/edit/test_edit_core.py
+++ b/tests/plugins/edit/test_edit_core.py
@@ -44,12 +44,12 @@ def test_invalid_date_field(self):
         with pytest.raises(edit.EditError):
             edit.edit_item(track_factory(), "date", "2020")
 
-    def test_list_field(self):
-        """We can edit list fields."""
+    def test_set_field(self):
+        """We can edit set fields."""
         track = track_factory()
-        edit.edit_item(track, "genre", "a; b")
+        edit.edit_item(track, "artists", "a; b")
 
-        assert set(track.genres) == {"a", "b"}
+        assert track.artists == {"a", "b"}
 
     def test_non_editable_fields(self):
         """Editing paths is not currently supported."""
diff --git a/tests/plugins/test_write.py b/tests/plugins/test_write.py
index 53c6de2c..11d19577 100644
--- a/tests/plugins/test_write.py
+++ b/tests/plugins/test_write.py
@@ -65,6 +65,7 @@ def test_write_tags(self, tmp_config):
         album = "Bigger, Better, Faster, More!"
         albumartist = "4 Non Blondes"
         artist = "4 Non Blondes"
+        artists = {"4 Non Blondes", "Me"}
         date = datetime.date(1996, 10, 13)
         disc = 2
         disc_total = 2
@@ -75,6 +76,7 @@ def test_write_tags(self, tmp_config):
         track.album = album
         track.albumartist = albumartist
         track.artist = artist
+        track.artists = artists
         track.date = date
         track.disc = disc
         track.disc_total = disc_total
@@ -88,6 +90,7 @@ def test_write_tags(self, tmp_config):
         assert new_track.album == album
         assert new_track.albumartist == albumartist
         assert new_track.artist == artist
+        assert new_track.artists == artists
         assert new_track.date == date
         assert new_track.disc == disc
         assert new_track.disc_total == disc_total