Audio files can be stored as BLOB data.
Store audio files in Oracle BLOB
Store audio files in SQL Server VARBINARY
Store audio files in MySQL BLOB
Store audio files in PostgreSQL BYTEA
Store audio files in SQLite BLOB
DBBlobEditor can help you to store audio files as BLOB data.