Search Results for author: Chenyang Gao

Found 5 papers, 1 papers with code

Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation

no code implementations20 Nov 2023 Chenyang Gao, Yue Gu, Ivan Marsic

Despite its success, previous studies showed that PIT is plagued by excessive label assignment switching in adjacent epochs, impeding the model to learn better label assignments.

Speech Separation

Self-supervised speech representation learning for keyword-spotting with light-weight transformers

no code implementations7 Mar 2023 Chenyang Gao, Yue Gu, Francesco Caliva, Yuzong Liu

Self-supervised speech representation learning (S3RL) is revolutionizing the way we leverage the ever-growing availability of data.

Keyword Spotting Representation Learning

Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method

no code implementations20 Oct 2021 Chenyang Gao, Yue Gu, Ivan Marsic

We investigate the use of the mapping-based method in the time domain and show that it can perform better on a large training set than the masking-based method.

Speech Recognition Speech Separation

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