diff --git a/build_library.py b/build_library.py
index b70f007..6fa3a54 100644
--- a/build_library.py
+++ b/build_library.py
@@ -108,5 +108,38 @@ async def build_library(root_dir):
 		await cur.executemany(tracks_data)
 	print("Done")
 
+
+async def prune_dead_tracks(root_dir):
+	"""Removes tracks which exist in the database but not in the library."""
+	print("Scanning library...")
+
+	db_pool = await asyncpg.create_pool(**config.db)
+
+	lib_filepaths = []
+	for dir_path, sub_dirs, files in os.walk(root_dir):
+		for file in files:
+			if not os.path.splitext(file)[1] in MUSIC_EXT:
+				continue
+			filepath = os.path.join(root_dir, dir_path, file)
+			filepath = os.path.relpath(filepath, config.music_dir)
+			lib_filepaths.append(filepath)
+
+	async with db_pool.acquire() as conn:
+		db_filepaths = await conn.fetch("SELECT filepath FROM track")
+	db_filepaths = [track['filepath'] for track in db_filepaths]
+
+	filepaths_to_prune = []
+	for db_filepath in db_filepaths:
+		if db_filepath not in lib_filepaths:
+			filepaths_to_prune.append((db_filepath,))
+
+	print("Found", len(filepaths_to_prune), "dead tracks. Pruning...")
+	async with db_pool.acquire() as conn:
+		stmt = await conn.prepare("DELETE FROM track WHERE filepath = $1")
+		await stmt.executemany(filepaths_to_prune)
+	print("Done")
+
+
 if __name__ == "__main__":
-	asyncio.run(build_library(config.music_dir))
+	#asyncio.run(build_library(config.music_dir))
+	asyncio.run(prune_dead_tracks(config.music_dir))