A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices

A neural network-supported two-stage algorithm for lightweight dereverberation on hearing devices

Abstract A two-stage lightweight online dereverberation algorithm for hearing devices is presented in this paper. The approach combines a multi-channel multi-frame linear filter with a single-channel single-frame post-filter. Both components rely on power spectral density (PSD) estimates provided by...

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Bibliographic Details
Main Authors: Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Dereverberation
Neural network
End-to-end learning
Hearing devices
Online Access:https://doi.org/10.1186/s13636-023-00285-8

Internet

https://doi.org/10.1186/s13636-023-00285-8

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