Blind criterion and oracle bound for instantaneous audio source separation using adaptive time-frequency representations - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2007

Blind criterion and oracle bound for instantaneous audio source separation using adaptive time-frequency representations

Résumé

The separation of multichannel audio mixtures is often addressed by the masking approach, which consists of representing the mixture signal in the time-frequency domain and associating each time-frequency bin with a small number of active sources. Adaptive time-frequency representations can increase the disjointness of the sources compared to fixed representations. However their use has not been conclusive so far. In this paper, we propose a new criterion for the blind estimation of an adapted representation of an instantaneous mixture and explain how to compute the oracle representation leading to the best possible performance given reference source signals. Experimental results suggest that a small separation performance improvement can indeed be achieved using adaptive representations, but that complementary approaches must be investigated to obtain larger improvements.
Fichier principal
Vignette du fichier
vincent_WASPAA07.pdf (203.98 Ko) Télécharger le fichier
Origine Fichiers éditeurs autorisés sur une archive ouverte
Loading...

Dates et versions

inria-00544207 , version 1 (07-12-2010)

Identifiants

  • HAL Id : inria-00544207 , version 1

Citer

Emmanuel Vincent, Rémi Gribonval. Blind criterion and oracle bound for instantaneous audio source separation using adaptive time-frequency representations. 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2007, New Paltz, United States. pp.110--113. ⟨inria-00544207⟩
296 Consultations
265 Téléchargements

Partager

More