Zih-Ching Chen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Compact Representations

Convolutional Neural Network

Optimal Placement

Computationally Expensive

Top Venues

J. Inf. Sci. Eng.

NAACL-HLT (Findings)

Publications

Tzu-Han Lin, How-Shing Wang, Hao-Yung Weng, Kuang-Chen Peng, Zih-Ching Chen, Hung-yi Lee
PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble Techniques. CoRR (2024)
Liang-Hsuan Tseng, Zih-Ching Chen, Wei-Shun Chang, Cheng-Kuang Lee, Tsung-Ren Huang, Hung-yi Lee
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation for Code-Switching ASR Using Realistic Data. CoRR (2024)
Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH (2023)
Zih-Ching Chen, Yu-Shun Sung, Hung-Yi Lee
Chapter: Exploiting Convolutional Neural Network Adapters for Self-Supervised Speech Models. ICASSP Workshops (2023)
Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
How to Estimate Model Transferability of Pre-Trained Speech Models? CoRR (2023)
Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks. NAACL-HLT (Findings) (2022)
Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks. CoRR (2022)
Zih-Ching Chen, Lin-Hsi Tsao, Chin-Lun Fu, Shang-Fu Chen, Yu-Chiang Frank Wang
Learning Facial Liveness Representation for Domain Generalized Face Anti-Spoofing. ICME (2022)
Zih-Ching Chen, Chin-Lun Fu, Chih-Ying Liu, Shang-Wen (Daniel) Li, Hung-yi Lee
Exploring Efficient-Tuning Methods in Self-Supervised Speech Models. SLT (2022)
Zih-Ching Chen, Yu-Shun Sung, Hung-yi Lee
CHAPTER: Exploiting Convolutional Neural Network Adapters for Self-supervised Speech Models. CoRR (2022)
Zih-Ching Chen, Lin-Hsi Tsao, Chin-Lun Fu, Shang-Fu Chen, Yu-Chiang Frank Wang
Learning Facial Liveness Representation for Domain Generalized Face Anti-spoofing. CoRR (2022)
Zih-Ching Chen, Chin-Lun Fu, Chih-Ying Liu, Shang-Wen Li, Hung-yi Lee
Exploring Efficient-tuning Methods in Self-supervised Speech Models. CoRR (2022)
Zih-Ching Chen, Sin-Ye Jhong, Chin-Hsien Hsia
Design of a Lightweight Palmf-Vein Authentication System Based on Model Compression. J. Inf. Sci. Eng. 37 (4) (2021)
Yu-Chia Chen, Zih-Ching Chen, Chih-Hsien Hsia
Music Mood Classification System for Streaming Platform Analysis via Deep Learning Based Feature Extraction. ICCE-TW (2021)
Ching-Yi Chen, Che-Wei Chang, Zih-Ching Chen
An Evolutionary Computation Approach for Approximate Computing of PNN Hardware Circuits. ISPACS (2019)