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 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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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. |
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ISSN: | 0920-8542 1573-0484 |
DOI: | 10.1007/s11227-020-03282-2 |