Search Results for author: Heng-Cheng Kuo

Found 8 papers, 0 papers with code

Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing

no code implementations18 Jun 2020 Szu-Wei Fu, Chien-Feng Liao, Tsun-An Hsieh, Kuo-Hsuan Hung, Syu-Siang Wang, Cheng Yu, Heng-Cheng Kuo, Ryandhimas E. Zezario, You-Jin Li, Shang-Yi Chuang, Yen-Ju Lu, Yu Tsao

The Transformer architecture has demonstrated a superior ability compared to recurrent neural networks in many different natural language processing applications.

Speech Enhancement

Domain-adaptive Fall Detection Using Deep Adversarial Training

no code implementations20 Dec 2020 Kai-Chun Liu, Michael Can, Heng-Cheng Kuo, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao

The proposed DAFD can transfer knowledge from the source domain to the target domain by minimizing the domain discrepancy to avoid mismatch problems.

BIG-bench Machine Learning Domain Adaptation +2

Toward Real-World Voice Disorder Classification

no code implementations5 Dec 2021 Heng-Cheng Kuo, Yu-Peng Hsieh, Huan-Hsin Tseng, Chi-Te Wang, Shih-Hau Fang, Yu Tsao

Conclusion: By deploying factorized convolutional neural networks and domain adversarial training, domain-invariant features can be derived for voice disorder classification with limited resources.

Classification Model Compression

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.

Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking

no code implementations6 Nov 2023 Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Chung-I Huang, Jenq-Neng Hwang

Re-identification (ReID) in multi-object tracking (MOT) for UAVs in maritime computer vision has been challenging for several reasons.

Multi-Object Tracking

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