Hardware Efficient Speech Enhancement With Noise Aware Multi-Target Deep Learning

This paper describes a supervised speech enhancement (SE) method utilising a noise-aware four-layer deep neural network and training target switching. For optimal speech denoising, the SE system, trained with multiple-target joint learning, switches between mapping-based, masking-based, or complemen...

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Bibliographic Details
Main Authors: Salinna Abdullah, Majid Zamani, Andreas Demosthenous
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Circuits and Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10500889/
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