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Low bitrate informed source separation of realistic mixtures

Abstract : Demixing consists in recovering the sounds that compose a multichannel mix. Important applications include karaoke or respatialization. Several approaches to this problem have been proposed in a coding/decoding framework, which are denoted either as spatial audio object coding or informed source separation. They assume that the constituent sounds are available at an encoding stage and used to compute a side-information transmitted to the end-user. At a decoding stage, only the mixtures and the side information are used to recover the sources. Here, we propose an advanced model, which encompasses many practical scenarios and permits to reach bitrates as low as 0:5kbps/source. First, the sources may be mono or multichannel. Second, the mixing process is not assumed to be linearinstantaneous or convolutive as is usual, but rather diffuse, permitting professional mixes to be processed. Third, the signals to be recovered may either be the original sources or their images.
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https://hal.inria.fr/hal-00945299
Contributor : Antoine Liutkus <>
Submitted on : Thursday, March 13, 2014 - 1:23:39 PM
Last modification on : Wednesday, October 14, 2020 - 4:24:49 AM
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Antoine Liutkus, Roland Badeau, Gael Richard. Low bitrate informed source separation of realistic mixtures. ICASSP, 2013, Vancouver, Canada. pp.66--70, ⟨10.1109/ICASSP.2013.6637610⟩. ⟨hal-00945299⟩

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