A comprehensive study on supervised single-channel noisy speech separation with multi-task learning

This research presents a comprehensive investigation and comparison of noisy speech separation methods using multi-task learning. First, we categorize all methods into two pipelines: enhancement priority pipeline (EPP) and separation priority pipeline (SPP), based on whether prioritizing enhancement...

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Bibliographic Details

Published in:	Speech communication Vol. 167; p. 103162
Main Authors:	Dang, Shaoxiang, Matsumoto, Tetsuya, Takeuchi, Yoshinori, Kudo, Hiroaki
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2025
Subjects:	Multi-task learning Separation priority pipeline Speech enhancement Speech separation Supervised learning Speech enhancement Speech separation Separation priority pipeline Supervised learning Multi-task learning
ISSN:	0167-6393
Online Access:	Get full text
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