Multi-Task Deep Residual Echo Suppression with Echo-Aware Loss

Author:

Zhang Shimin1,Wang Ziteng1,Sun Jiayao1,Fu Yihui1,Tian Biao1,Fu Qiang1,Xie Lei1

Affiliation:

1. Northwestern Polytechnical University,Audio, Speech and Language Processing Group (ASLP@NPU), School of Computer Science,Xi’an,China

Publisher

IEEE

Reference31 articles.

1. NN3A: Neural network supported acoustic echo cancellation, noise suppression and automatic gain control for real-time communications;wang;arXiv preprint arXiv 2110 07058,2021

2. Adam: A method for stochastic optimization;kingma;ICLRE,2015

3. DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement

4. LSTM time and frequency recurrence for automatic speech recognition

5. Weighted Recursive Least Square Filter and Neural Network Based Residual ECHO Suppression for the AEC-Challenge

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4. Double Branches and Stages Neural Network for Joint Acoustic Echo and Noise Suppression;IEEE Signal Processing Letters;2024

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