Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention

Author:

Xu Xinmeng1,Gu Rongzhi1,Zou Yuexian1

Affiliation:

1. Peking University,ADSPLAB, School of ECE,Shenzhen,China

Publisher

IEEE

Reference18 articles.

1. Masked multi-head self-attention for causal speech enhancement

2. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;International Conference on Machine Learning,2015

3. Fast and accurate deep network learning by exponential linear units (elus);clevert,2015

4. Interactive speech and noise modeling for speech enhancement;zheng;Proceedings of the AAAI Conference on Artificial Intelligence,2021

5. Deep Xi as a Front-End for Robust Automatic Speech Recognition

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1. Improving Acoustic Echo Cancellation by Exploring Speech and Echo Affinity with Multi-Head Attention;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Improving Monaural Speech Enhancement by Mapping to Fixed Simulation Space With Knowledge Distillation;IEEE Signal Processing Letters;2024

3. An Efficient Audio-visual Speech Enhancement Network via Multi-head Attention;2023 6th International Conference on Artificial Intelligence and Big Data (ICAIBD);2023-05-26

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