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Yu-Ding Lu

Graduate student

ylu52 [at] ucmerced.edu

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


Publications


DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

International Journal of Computer Vision (IJCV), 2019

Image to image translation Generative model

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

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

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

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

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

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

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