New insights on the role of auxiliary information in target speaker extraction

New insights on the role of auxiliary information in target speaker extraction

Speaker extraction (SE) aims to isolate the speech of a target speaker from a mixture of interfering speakers with the help of auxiliary information. Several forms of auxiliary information have been employed in single-channel SE, such as a speech snippet enrolled from the target speaker or visual in...

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Bibliographic Details
Main Authors: Mohamed Elminshawi, Wolfgang Mack, Srikanth Raj Chetupalli, Soumitro Chakrabarty, Emanuël A. P. Habets
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Signal Processing
Subjects:
speaker extraction
speaker separation
deep learning
auxiliary information
single-channel
Online Access:https://www.frontiersin.org/articles/10.3389/frsip.2024.1440401/full
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