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

Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings [url] [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

Multimodal Embeddings from Language Models [pdf]

    • Shao-Yen Tseng, Panayiotis Georgiou, Shrikanth Narayanan

    • eprint arXiv:1909.04302, September 2019

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