Multichannel Noise Reduction Using Dilated Multichannel U-Net and Pre-Trained Single-Channel Network

Author:

Tan Zhi-Wei1,Nguyen Anh H. T.2,Liu Yuan1,Khong Andy W. H.1

Affiliation:

1. Nanyang Technological University,School of Electrical and Electronics Engineering,Singapore

2. NextG,FPT Software,Vietnam

Publisher

IEEE

Reference28 articles.

1. Complex spectral mapping for single- and multi-channel speech enhancement and robust ASR;wang;IEEE/ACM Trans Audio Speech Lang Process,2020

2. SDR – Half-baked or Well Done?

3. On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement

4. U-net: Convolutional networks for biomedical image segmentation;ronneberger;Proc MICCAI,2015

5. Multi-scale context aggregation by dilated convolutions;yu;Proc Int Conf Learn Represent,2016

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1. On intrusive speech quality measures and a global SNR based metric;Speech Communication;2024-03

2. Adaptive Harmonic Plus Noise Model (A-HNM) Analysis for Noise Reduction in Speech Signal;2023 2nd International Conference on Futuristic Technologies (INCOFT);2023-11-24

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4. Gridless DOA Estimation Using Complex-Valued Convolutional Neural Network With Phasor Normalization;IEEE Signal Processing Letters;2023

5. A Dilated Inception Convolutional Neural Network for Gridless DOA Estimation Under Low SNR Scenarios;2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC);2022-11-07

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