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Informed Source Separation from compressed mixtures using spatial wiener filter and quantization noise estimation

Authors :
Laurent Girin
Antoine Liutkus
Shuhua Zhang
GIPSA - Machines parlantes, Gestes oro-faciaux, Interaction Face-à-face, Communication augmentée (GIPSA-MAGIC)
Département Parole et Cognition (GIPSA-DPC)
Grenoble Images Parole Signal Automatique (GIPSA-lab)
Université Stendhal - Grenoble 3-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Centre National de la Recherche Scientifique (CNRS)-Université Stendhal - Grenoble 3-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Centre National de la Recherche Scientifique (CNRS)-Grenoble Images Parole Signal Automatique (GIPSA-lab)
Université Stendhal - Grenoble 3-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Centre National de la Recherche Scientifique (CNRS)-Université Stendhal - Grenoble 3-Université Pierre Mendès France - Grenoble 2 (UPMF)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Centre National de la Recherche Scientifique (CNRS)
Laboratoire Traitement et Communication de l'Information (LTCI)
Télécom ParisTech-Institut Mines-Télécom [Paris] (IMT)-Centre National de la Recherche Scientifique (CNRS)
ANR DReaM
Source :
ICASSP 2013-Proceedings, ICASSP 2013-38th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013-38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩, ICASSP
Publication Year :
2013
Publisher :
HAL CCSD, 2013.

Abstract

International audience; In a previous work, we proposed an Informed Source Separation sys- tem based on Wiener filtering for active listening of music from un- compressed (16-bit PCM) multichannel mix signals. In the present work, the system is improved to work with (MPEG-2 AAC) com- pressed mix signals: quantization noise is estimated from the AAC bitstream at the decoder and explicitly taken into account in the source separation process. Also a direct MDCT-to-STFT transform is used to optimize the computational efficiency of the process in the STFT domain from AAC-decoded MDCT coefficients.

Details

Language :
English
Database :
OpenAIRE
Journal :
ICASSP 2013-Proceedings, ICASSP 2013-38th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013-38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.61-65, ⟨10.1109/ICASSP.2013.6637609⟩, ICASSP
Accession number :
edsair.doi.dedup.....43a0f835ef3c4e8396634df06f6e1742
Full Text :
https://doi.org/10.1109/ICASSP.2013.6637609⟩