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DEEP ATTRACTOR NETWORK FOR SINGLE-MICROPHONE SPEAKER SEPARATION

Despite the overwhelming success of deep learning in various speech processing tasks, the problem of separating simultaneous speakers in a mixture remains challenging. Two major difficulties in such systems are the arbitrary source permutation and unknown number of sources in the mixture. We propose...

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Détails bibliographiques
Publié dans:Proc IEEE Int Conf Acoust Speech Signal Process
Auteurs principaux: Chen, Zhuo, Luo, Yi, Mesgarani, Nima
Format: Artigo
Langue:Inglês
Publié: 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5805382/
https://ncbi.nlm.nih.gov/pubmed/29430212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ICASSP.2017.7952155
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