Search Results for author: Hsin-Tien Chiang

Found 4 papers, 1 papers with code

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.

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.

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

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.

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