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The music demixing machine toward real-time remixing of classical music

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Main Authors: Pablo, Cabañas-Molero, Antonio J., Muñoz-Montoro, Pedro, Vera-Candeas
Format: Book
Language:English
Published: Springer 2023
Subjects:
close microphone techniques
Online Access:https://link.springer.com/article/10.1007/s11227-023-05192-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7667
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spelling oai:localhost:PNK-76672023-04-07T07:06:39Z The music demixing machine toward real-time remixing of classical music Pablo, Cabañas-Molero Antonio J., Muñoz-Montoro Pedro, Vera-Candeas close microphone techniques CC BY Classical music, unlike popular music, is usually recorded live with close microphone techniques. For this reason, isolated tracks are not available to create the final mixture/stream, and so the mixing process requires greater effort. Source separation methods are a potential solution to this problem. However, current algorithms are not fast enough to yield real-time separation in professional setups with dozens of microphones and sources. In this paper, we propose a fast approach consisting of a panning-based multichannel non-negative matrix factorization model to separate classical music. We tested the system on real professional recordings, where we were able to reach real-time with very low latency and promising quality. 2023-04-07T07:06:38Z 2023-04-07T07:06:38Z 2023 Book https://link.springer.com/article/10.1007/s11227-023-05192-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7667 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic close microphone techniques
spellingShingle close microphone techniques
Pablo, Cabañas-Molero
Antonio J., Muñoz-Montoro
Pedro, Vera-Candeas
The music demixing machine toward real-time remixing of classical music
description CC BY
format Book
author Pablo, Cabañas-Molero
Antonio J., Muñoz-Montoro
Pedro, Vera-Candeas
author_facet Pablo, Cabañas-Molero
Antonio J., Muñoz-Montoro
Pedro, Vera-Candeas
author_sort Pablo, Cabañas-Molero
title The music demixing machine toward real-time remixing of classical music
title_short The music demixing machine toward real-time remixing of classical music
title_full The music demixing machine toward real-time remixing of classical music
title_fullStr The music demixing machine toward real-time remixing of classical music
title_full_unstemmed The music demixing machine toward real-time remixing of classical music
title_sort music demixing machine toward real-time remixing of classical music
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11227-023-05192-5
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7667
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score 8.881002

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