Item Infomation
Title: | The music demixing machine toward real-time remixing of classical music |
Authors: | Pablo, Cabañas-Molero Antonio J., Muñoz-Montoro Pedro, Vera-Candeas |
Issue Date: | 2023 |
Publisher: | Springer |
Abstract: | 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. |
Description: | CC BY |
URI: | https://link.springer.com/article/10.1007/s11227-023-05192-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7667 |
Appears in Collections | OER - Công nghệ thông tin |
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