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A compressed sensing approach to the simultaneous recording of multiple room impulse responses

Alexis Benichoux 1 Emmanuel Vincent 1 Rémi Gribonval 1
1 METISS - Speech and sound data modeling and processing
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, Inria Rennes – Bretagne Atlantique
Abstract : We consider the estimation of multiple room impulse responses from the simultaneous recording of several known sources. Existing techniques are restricted to the case where the number of sources is at most equal to the number of sensors. We relax this assumption in the case where the sources are known. To this aim, we propose statistical models of the filters associated with convex log-likelihoods, and we propose a convex optimization algorithm to solve the inverse problem with the resulting penalties. We provide a comparison between penalties via a set of experiments which shows that our method allows to speed up the recording process with a controlled quality tradeoff.
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https://hal.archives-ouvertes.fr/hal-00612911
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Submitted on : Friday, August 5, 2011 - 10:57:31 AM
Last modification on : Thursday, March 21, 2019 - 2:20:12 PM
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  • HAL Id : hal-00612911, version 2

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Alexis Benichoux, Emmanuel Vincent, Rémi Gribonval. A compressed sensing approach to the simultaneous recording of multiple room impulse responses. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2011, New Paltz, NY, United States. pp.1. ⟨hal-00612911v2⟩

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