Bio-ASP Lab

Chinese

About US

The Bio-ASP Lab (Biomedical Acoustic Signal Processing Lab) in CITI, Academia Sinica was founded in November, 2011. We are dedicated to developing novel acoustic signal processing and artificial intelligence algorithms and apply them to biomedical and biology related tasks. The main research focuses include five parts: (1) AI for assistive speech communication technologies, (2) Deep learning based speech signal processing, (3) Multi-modal speech signal processing; (4) Voice-based forensics; (5) Soundscape information retrieval. So far, Bio-ASP Lab has published more than 52 journal papers and 120 international conference papers. Among them, the Bio-ASP Lab received Best Poster Presentation Award in IEEE MIT URTC 2017, Poster Presentation Award in APSIPA 2017, Best Paper Award in ROCLING 2017, Excellent Paper Award in TAAI 2012. Meanwhile, an Interspeech 2014 paper received the best paper award nomination, four papers have received the ISCA travel grant awards, and one paper received the ICML travel grant. A co-advised PhD student received the PhD Thesis Award by ACLCLP in 2018. The Bio-ASP Lab also received the Career Development Award, Academia Sinica in 2017, and National Innovation Award in 2018.

Members


Yu Tsao

Director, 2011 - present
Speech Recognition
Audio-coding
Deep Neural Networks
Biosignal
Acoustic Modeling

Syu-Siang Wang

RA/PhD/PostDoc, 2012/2013 - present
Speech Recognition
Audio-coding
Speech Enhancement
Signal Processing
Deep Neural Networks

I-Fan Lin

PostDoc, 2019 - present
Signal Processing
Speech Enhancement
Deep Learning
Deep Neural Network

Kai-Chun Liu

PostDoc, 2020 - present
Biosignal Processing
Machine Learning
Pervasive Healthcare
Wearable Computing

Ya-Hsin Lai

PostDoc, 2020 - present
Speech Enhancement
Signal Processing
Deep Neural Network
Acoustic Modeling

Huan-Hsin Tseng

PostDoc, 2020 - present
Quantum Computing
Mathematical Modeling
Biomedical Machine Learning

Po-Heng Chou

PostDoc, 2020 - present
Signal Processing
Deep Learning
Wireless Networking
Performance Modeling

Szu-Wei Fu

PostDoc, 2020 - present
Speech Enhancement
Speech Qaulity Assessment
Deep Learning

Ryandhimas E. Zezario

RA/PhD, 2017 - present
Speech Recognition
Speech Processing
Deep Neural Networks

Tassadaq Hussain

PhD
Speech Enhancement
Signal Processing
Deep Learning

You-Jin Li

RA/PhD, 2015 - present
Adaptive Filter
Echo and Noise Cancellation
Beamforming

Yu-Chen Lin

PhD, 2016 - present
Speech Processing
Deep Learning
Embedded System
Nonvolatile Processor

Chien-Feng Liao

RA/PhD, 2016 - present
Speech Signal Processing
Speech Enhancement
Deep Learning
Deep Generative Models
Computer Vision

Heng-Cheng Kuo

RA, 2017 - present
Speech Enhancement

Rung-Yu Tseng

RA, 2018 - present
Psychology
fMRI
User Experience

Kuo-Hsuan Hung

RA/PhD, 2018 - present
Speaker Recognition

Jonathan Sherman

PhD, 2019 - present
Speech Generation
Impaired Speech Enhancement

Ting-Kuan Chung

PhD, 2019 - present
Cochlear Implants
Hearing Aids

Li-Chin Chen

Special Technician, 2019 - present
Healthcare Informatics
Machine Learning
Data Science
IoT

Chi-Chang Lee

RA, 2019 - present
Speech Signal Processing
Speech Enhancement

Shang-Yi Chuang

RA, 2019 - present
Speech Enhancement
Multimodal Learning
Signal Processing
Deep Learning

Cheng Yu

RA, 2019 - present
Speech Enhancement
Speech Activity Detection

Hsin-Ho Huang

PhD, 2019 - present
Cochlear Implant
Speech Processing

Tsun-An Hsieh

RA, 2019 - present
Speech Enhancement

Alexander C. Kang

RA, 2019 - present
Network System Design
Speech Language Processing
Voice Conversion

Yen-Ju Lu

RA, 2020 - present
Speech Enhancement
Automatic Speech Recognition

Yu-Wen Chen

RA, 2020 - present
Speech Enhancement

Tsai-Min Chen

PhD, 2020 - present
Interdisciplinary Coordination
Biomedical Signal Processing
Quantum Computing

Po-Hsun Chen

Student Research Assistant
2020 - present
Speech Enhancement
Natural Language Processing

Hsin-Li Chang

Student Research Assistant
2020 - present
Speech Enhancement

CHIA-YU CHANG

Intern, 2020 - present
Speech Enhancement
Automatic Speech Recognition

Alex Wiggins Lin

Intern, 2020 - present
Speech Data Augmentation

Han-Yi Wang

Intern, 2020 - present
Speech Data Augmentation

Ting-Lu Lin

Intern, 2020 - present
Speech Enhancement

Ting-Yang Hung

Intern, 2020 - present
Speech Enhancement

Chiang-Jen Peng

Intern, 2020 - present
Speech Enhancement

Yun-Ju Chan

Intern, 2020 - present
Speech Enhancement

Wen-Yuan Ting

Intern, 2020 - present
Cochlear Implant

Bo-Yong Lin

Intern, 2020 - present
Cochlear Implant

ALUMNI


Yu-Ding Lu

RA, 2016 - 2018
Speaker Recognition
Speech Enhancement
Machine Learning

Tao-Wei Wang

RA, 2015 - 2018
Speech Enhancement
Speaker Recognition
User Interface Development
Biosignal

Harry Lin

Source Separation
Unsupervised Learning Techniques
Soundscape
Bioacoustics

Chia-Yung Hsu

Natural Language Processing

Han-Chung Chang

Web Development
Embedding System

Yen-Teh Liu

Web Development

Hung-Yi Lee

Deep Learning
Spoken Language Understanding
Speech Recognition

Jung-En Wu

Biomedical
Material Science

Yu-Cheng Su

Speech Enhancement

How Jing

Speech Recognition
Language Modeling
Machine Learning

Yao Shiao

Echo and Noise Cancellation

Lauren Liao

Biostatistics
Data Science
Language and Signal Processing

Yi-Ting Tsai

Computer Vision
Computer Graphics
Deep Neural Networks

Ying-Hui Lai

Hearing and Speech Science
Bio-signal Processing
Assistive Devices for Hearing and Communication

Jen-Cheng Hou

RA, 2015 - 2018
Deep Learning
Multi-modal Learning
Speech Processing

Jeremy-Chiaming Yang

ARF, 2011 - 2019
Speech Recognition
Deep Neural Networks
Speech Enhancement

Chia-Yung Hsu

Natural Language Processing

Sheng-Yong Niu

Work at MIT
Massachusetts Institute of Technology
Biomedical Signal Processing
Signal Enhancement

Eric Wang

Intern, 2018 - 2019
Android Development

Yih-Liang Shen

Intern, 2018 - 2019
Perception Signal Processing

Chang-Le Liu

Intern, 2018 - 2019
Speech Enhancement
Image Processing
Deep Neural Networks

Yu-Hsien Wang

RA, 2017 - 2019
Biosignal
Speech Enhancement
Signal Processing
Deep Neural Network
Acoustic Modeling

Yi-Te Hsu

RA, 2017 - 2019
Biosignal
Speech Enhancement
Signal Processing
Deep Neural Network
Acoustic Modeling

Hsin-Yen Lin

Intern, 2019
Language Modeling
Speech Translation

Tseng-Ying Chun

Intern, 2019
Automatic Speech Recognition

Hsieh-Yu Peng

Intern, 2019
Pathological Voice Detection

Yung-Hsu Yang

Intern, 2019
Automatic Speech Recognition

Yan-Ting Lin

Intern, 2019
Speech Enhancement

Yuan-hong Yang

Intern, 2019
Perceptual Signal Processing

Yu-Tao Chang

Intern, 2019
Speech Synthesis
Signal Process