Benjamin Martin

Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings

LIVI (Lyrics-Informed Version Identification), an approach that seeks to balance retrieval accuracy with computational efficiency, is introduced that leverages supervision from state-of-the-art transcription and text embedding models during training to achieve retrieval accuracy on par with--or superior to--harmonic-ba...