About Me


I am a second-year Graduate student in EECS at UC Merced under the advisement of Prof. Ming-Hsuan Yang. Before coming to UC Merced in 2018, I've had 3 years research experience in Machine Learning. In the past, I worked on audio signal and speech signal problems. Now I start working on audio-visual and Generative model.

My research interests include Audio-Visaul, Generative model, Speech Enhancement, Machine Learning and Speaker Verification. Here is my CV.

News


  • 04/2019: One paper is accepted to NeurIPS 2019
  • 05/2019: Start my research internship at FXPAL, Palo Alto, California
  • 04/2019: One paper is accepted to ICIP 2019
  • 08/2018: Start my Graduate program at UC Merced, California

Publications


Dance to Music
Hsin-Ying Le, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, Jan Kautz
Neural Information Processing Systems (NeurIPS), 2019
Audio-Visual Generative model
PDF
Self-Supervised Audio Spatialization with Correspondence Classifier
Yu-Ding Lu, Hsin-Ying Lee, Hung-Yu Tseng, Ming-Hsuan Yang
IEEE International Conference on Image Processing(ICIP), 2019
Audio-Visual Generative model
PDF
DEMO
A novel LSTM-based speech preprocessor for speaker diarization in realistic mismatch conditions
Lei Sun, Jun Du, Tian Gao, Yu-Ding Lu, Yu Tsao, Chin-Hui Lee, Neville Ryant
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Speech Enhancement Speaker Diarization
PDF
Enhancement and analysis of conversational speech: JSALT 2017
Neville Ryanta, Elika Bergelson, Kenneth Church, Alejandrina Cristia, Jun Du, Sriram Ganapathy, Sanjeev Khudanpur, Diana Kowalski, Mahesh Krishnamoorthy, Rajat Kulshreshta, Mark Liberman, Yu-Ding Lu, Matthew Maciejewski, Florian Metze, Jan Profant, Lei Sun, Yu Tsao, Zhou Yu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Speech Enhancement Speaker Diarization
PDF
Discriminative Autoencoders for Acoustic Modeling
Ming-Han Yang, Hung-Shin Lee, Yu-Ding Lu, Kuan-Yu Chen, Yu Tsao, Berlin Chen, Hsin-Min Wang
INTERSPEECH, 2017
Speech Recognition
PDF
Discriminative autoencoders for speaker verification
Hung-Shin Lee, Yu-Ding Lu, Chin-Cheng Hsu, Yu Tsao, Hsin-Min Wang, Shyh-Kang Jeng
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017
Speaker Verification
PDF

Expericence


Research Intern in FXPAL, Palo Alto, California, USA
Mar 2019 - Aug. 2019
Graduate Student in EECS, University of California, Merced, USA
Sep. 2018 - present
AI & DSP Engineer in Intelligo Technology Inc., Hsinchu, Taiwan
Dec. 2017 - Jul. 2018
Short-Term Scholar in JSALT 2017, Carnegie Mellon University, PA, USA
Jun. 2017 - Aug. 2017
RA in Biology & Audio Signal Processing Lab, Academia Sinica, Taipei, Taiwan
Mar. 2016 - Dec. 2017
B.S. in Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan
Sep. 2010 - Jun. 2014