Publications
Patents
Independent Component Analysis Processor
Chiu-Kuo Chen, Wai-Chi Fang, Ericson Chua, Chih-Chung Fu, Shao-Yen Tseng
U.S. Patent 20120158367
Journals
Multimodal Embeddings from Language Models for Emotion Recognition in the Wild [html] [pdf]
Shao-Yen Tseng, Shrikanth Narayanan, Panayiotis Georgiou
IEEE Signal Processing Letters, March 2021
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings [html] [pdf]
Shao-Yen Tseng, Brian Baucom, and Panayiotis Georgiou
PeerJ Computer Science, June 2019
Conferences
Automatic Prediction of Suicidal Risk in Military Couples using Multimodal Interaction Cues from Couples Conversations [pdf]
Sandeep Nallan Chakravarthula, Md Nasir, Shao-Yen Tseng, Haoqi Li, Tae Jin Park, Brian Baucom, Craig J Bryan, Shrikanth Narayanan, Panayiotis Georgiou
to appear in Proceedings of ICASSP 2020
Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions using Speech and Language [pdf]
Sandeep Nallan Chakravarthula, Haoqi Li, Shao-Yen Tseng, Maija Reblin, and Panayiotis Georgiou
Proceedings of Interspeech, Graz, Austria, September 2019
Behavior Gated Language Models [pdf]
Shao-Yen Tseng*, Prashanth Gurunath Shivakumar*, Panayiotis Georgiou, Shrikanth Narayanan
eprint arXiv:1909.00107, August 2019
"Honey, I Learned to Talk": Multimodal Fusion for Behavior Analysis [pdf]
Shao-Yen Tseng*, Haoqi Li*, Brian Baucom, and Panayiotis Georgiou
Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI), October 2018
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection [pdf]
Shao-Yen Tseng, Juncheng Li, Yun Wang, Joseph Szurley, Florian Metze, Samarjit Das
Proceedings of Interspeech, Hyderabad, India, September 2018
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings [pdf]
Shao-Yen Tseng, Brian Baucom, and Panayiotis Georgiou
Proceedings of Interspeech, Stockholm, Sweden, September 2017
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models [pdf]
Shao-Yen Tseng, Sandeep Nallan Chakravarthula, Brian Baucom, and Panayiotis Georgiou
Proceedings of Interspeech, San Francisco, CA, September 2016
Design of heart rate variability processor for portable 3-lead ECG monitoring system-on-chip
Wai-Chi Fang, Hsiang-Cheh Huang, Shao-Yen Tseng
Expert Systems with Applications 2013
Advanced ECG processor with HRV analysis for real-time portable health monitoring
Chia-Ching Chou, Shao-Yen Tseng, Ericson Chua, Yaw-Chern Lee, Wai-Chi Fang
IEEE International Conference on Consumer Electronics-Berlin (ICCE-Berlin), 2011
A highly-integrated biomedical multiprocessor system for portable brain-heart monitoring
Ericson Chua, Wai-Chi Fang, Chiu-Kuo Chen, Chih-Chung Fu, Shao-Yen Tseng, Shih Kang, Zong-Han Hsieh
IEEE International Symposium on Circuits and Systems (ISCAS), 2011
An EKG System-On-Chip For Portable Time-Frequency HRV Analysis
Shao-Yen Tseng, Wai-Chi Fang
IEEE International Conference on Consumer Electronics (ICCE), 2011
A hardware-efficient VLSI implementation of a 4-channel ICA processor for biomedical signal measurement
Chiu-Kuo Chen, Ericson Chua, Chih-Chung Fu, Shao-Yen Tseng, Wai-Chi Fang
IEEE International Conference on Consumer Electronics (ICCE), 2011
An Effective Heart Rate Variability Processor Design Based on Time-Frequency Analysis Algorithm Using Windowed Lomb Periodogram
Shao-Yen Tseng, Wai-Chi Fang
IEEE Biomedical Circuits and Systems Conference (BioCAS), 2010
Implementation of a hardware-efficient EEG processor for brain monitoring systems
Chiu-Kuo Chen, Ericson Chua, Shao-Yen Tseng, Chih-Chung Fu, Wai-Chi Fang
IEEE International SOC Conference (SOCC), 2010
A low power biomedical signal processing system-on-chip design for portable brain-heart monitoring systems
Wai-Chi Fang, Chiu-Kuo Chen, Ericson Chua, Chih-Chung Fu, Shao-Yen Tseng, Shih Kang
International Conference on Green Circuits and Systems (ICGCS), 2010
Portable brain-heart monitoring system
Chih-Chung Fu, Chiu-Kuo Chen, Shao-Yen Tseng, Shih Kang, Ericson Chua, Wai-Chi Fang
Bio-Science and Bio-Technology Database Theory and Application, 2010
A Time-Frequency HRV Processor Using Windowed Lomb Periodogram
Shao-Yen Tseng, Wai-Chi Fang
Bio-Science and Bio-Technology Database Theory and Application, 2010
An area-efficient parallel Turbo decoder based on contention free algorithm
Kai-Hsin Tseng, Hsiang-Tsung Chuang, Shao-Yen Tseng, Wai-Chi Fang
International Symposium on VLSI Design, Automation and Test, 2009
A wireless biomedical sensor network using IEEE802.15.4
Shao-Yen Tseng, Chung-Han Tsai, Yu-Sheng Lai, Wai-Chi Fang
IEEE Life Science Systems and Applications Workshop (LISSA), 2009
*equal contribution