Informed audio source separation from compressed linear stereo mixtures

Laurent Girin (1) , Jonathan Pinel (2)

1 GIPSA-MAGIC - GIPSA - Machines parlantes, Gestes oro-faciaux, Interaction Face-à-face, Communication augmentée
2 GIPSA-CICS - GIPSA - Communication Information and Complex Systems

In this paper, new developments concerning a system for informed source separation (ISS) of music signals are presented. Such system enables to separate $I>2$ musical instruments and singing voices from linear instantaneous stationary stereo (2-channel) mixtures, based on audio signal natural sparsity, pre-mix source signal analysis, and side-information embedding (within the mix signal). The foundations of the system have been presented in previous papers, within the framework of uncompressed (16-bit PCM) mix signals. In the present paper, we extend the study to compressed mix signals. For instance, we use a MPEG-AAC codec and we show that the ISS process is quite robust to compression, opening the way for ''real-world'' karaoke/soloing/remixing applications for downloadable music.

Mots clés: source separation; audio processing; compressed audio

Domaines: Traitement du signal et de l'image [eess.SP]; Traitement du signal et de l'image [eess.SP]

Laurent Girin, Jonathan Pinel. Informed audio source separation from compressed linear stereo mixtures. AES 2011 - 42nd International Conference: Semantic Audio, Jul 2011, Ilmenau, Germany. pp.159-168. ⟨hal-00695724⟩