Mixup Augmentation for Generalizable Speech Separation

Author:

Alex Ashish1,Wang Lin1,Gastaldo Paolo2,Cavallaro Andrea1

Affiliation:

1. Centre for Intelligent Sensing Queen Mary U. of London,London,UK

2. DITEN U. of Genoa,Genoa,Italy

Publisher

IEEE

Reference29 articles.

1. WHAMR!: Noisy and Reverberant Single-Channel Speech Separation

2. LibriMix: An open-source dataset for generalizable speech separation;cosentino,0

3. An Empirical Study of Conv-Tasnet

4. Dropout: A simple way to prevent neural networks from over-fitting;srivastava;J Machine Learning Research,2014

5. Understanding deep learning requires rethinking generalization;zhang;International Conference on Learning Representations,2017

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4. Speakeraugment: Data Augmentation for Generalizable Source Separation via Speaker Parameter Manipulation;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

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