Search Results for author: Chun-Wei Ho

Found 1 papers, 1 papers with code

Differentially Private Adapters for Parameter Efficient Acoustic Modeling

1 code implementation19 May 2023 Chun-Wei Ho, Chao-Han Huck Yang, Sabato Marco Siniscalchi

Evaluated on the open-access Multilingual Spoken Words (MLSW) dataset, our solution reduces the number of trainable parameters by 97. 5% using the RAs with only a 4% performance drop with respect to fine-tuning the cross-lingual speech classifier while preserving DP guarantees.

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