Improved Separation of Polyphonic Chamber Music Signals by Integrating Instrument Activity Labels

Improved Separation of Polyphonic Chamber Music Signals by Integrating Instrument Activity Labels

The separation of music signals is a very challenging task, especially in case of polyphonic chamber music signals because of the similar frequency ranges and sound characteristics of the different instruments to separate. In this work, a joint separation approach in the time domain with a U-Net arc...

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Bibliographic Details
Main Authors: Markus Schwabe, Michael Heizmann
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Music source separation
polyphonic chamber music
active instruments
end-to-end deep learning
Online Access:https://ieeexplore.ieee.org/document/10109737/

Internet

https://ieeexplore.ieee.org/document/10109737/

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