Parallel multichannel music source separation system

This paper presents a parallel low-latency multichannel source separation system designed to recover the original signals of the instruments that compound a multichannel music recording. Our approach is suitable for many applications based on interactive live broadcast classical music, where a laten...

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Veröffentlicht in:The Journal of supercomputing 2021, Vol.77 (1), p.619-637
Hauptverfasser: Muñoz-Montoro, A. J., Suarez-Dou, D., Carabias-Orti, J. J., Canadas-Quesada, F. J., Ranilla, J.
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Sprache:eng
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Zusammenfassung:This paper presents a parallel low-latency multichannel source separation system designed to recover the original signals of the instruments that compound a multichannel music recording. Our approach is suitable for many applications based on interactive live broadcast classical music, where a latency of a few seconds can be assumed by online users. The obtained results show that it is possible to reach real time in the tested scenarios assuming a low-latency and combining multi-core architectures with parallel and high-performance techniques.
ISSN:0920-8542
1573-0484
DOI:10.1007/s11227-020-03282-2