1 code implementation • 3 Feb 2023 • Huan-Hsin Tseng, Hsin-Yi Lin, Kuo-Hsuan Hung, Yu Tsao
The method shows an increase in efficiency and accuracy for domain adaptation.
no code implementations • 11 Nov 2022 • Hsin-Yi Lin, Huan-Hsin Tseng, Yu Tsao
It has been shown recently that deep learning based models are effective on speech quality prediction and could outperform traditional metrics in various perspectives.
1 code implementation • NeurIPS 2021 • Hsin-Yi Lin, Huan-Hsin Tseng, Xugang Lu, Yu Tsao
This paper presents a novel discriminator-constrained optimal transport network (DOTN) that performs unsupervised domain adaptation for speech enhancement (SE), which is an essential regression task in speech processing.
no code implementations • 25 Sep 2021 • Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Jason A. Platt, Hsin-Yi Lin, Michael Goodliff, Henry D. I. Abarbanel
The results indicate that these techniques can be applied to estimate the state of a system for the repeated initialization of short-term forecasts, even in the absence of a traditional numerical forecast model.