Trends

Music Source Separation

Current state-of-the-art models, such as Facebook’s Hybrid Transformer Demucs and Band-split RNN, demonstrate strong performance on Western music but struggle with Indian classical music and out-of-domain instrument separation. This performance gap underscores the need for further research into developing source-agnostic and universally robust music source separation models.

January 2023 · Rajesh R, Padmanabhan Rajan