Search Results for author: Hsin-Tien Chiang

Found 4 papers, 1 papers with code

HASA-net: A non-intrusive hearing-aid speech assessment network

no code implementations10 Nov 2021 Hsin-Tien Chiang, Yi-Chiao Wu, Cheng Yu, Tomoki Toda, Hsin-Min Wang, Yih-Chun Hu, Yu Tsao

Without the need of a clean reference, non-intrusive speech assessment methods have caught great attention for objective evaluations.

Study on the Correlation between Objective Evaluations and Subjective Speech Quality and Intelligibility

no code implementations10 Jul 2023 Hsin-Tien Chiang, Kuo-Hsuan Hung, Szu-Wei Fu, Heng-Cheng Kuo, Ming-Hsueh Tsai, Yu Tsao

Moreover, new objective measures are proposed that combine current objective measures using deep learning techniques to predict subjective quality and intelligibility.

Multi-objective Non-intrusive Hearing-aid Speech Assessment Model

no code implementations15 Nov 2023 Hsin-Tien Chiang, Szu-Wei Fu, Hsin-Min Wang, Yu Tsao, John H. L. Hansen

Furthermore, we demonstrated that incorporating SSL models resulted in greater transferability to OOD dataset.

Boosting Self-Supervised Embeddings for Speech Enhancement

1 code implementation7 Apr 2022 Kuo-Hsuan Hung, Szu-Wei Fu, Huan-Hsin Tseng, Hsin-Tien Chiang, Yu Tsao, Chii-Wann Lin

We further study the relationship between the noise robustness of SSL representation via clean-noisy distance (CN distance) and the layer importance for SE.

Self-Supervised Learning Speech Enhancement

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