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Definition of Reputation Credits
SHIN-I CHENG
2 months of summer intern experience of financial NLP projects(2019) in ITRI. Exchange student in UIUC CS for one semester(2020/1-2020/5) and currently an graduate student NCTU CS.
Currently being in professor Wei-Chen Chiu's lab, doing research on Computer vision, deep learning and machine learning.
Experience
Research Assistant, Computational Intelligence Technology Center, ITRI
Jul 2019 ~ Aug 2019
Project 1
Real Time Style Transfer On Youtube Videos
NCTU, 2018
1.Use mpi to parallel the computing work about neural style transfer.
2.Use socket thread pool to receive processed images from different servers simultaneously and store the images in queue with right order.
Project 2
Music Accompaniment Generation
NCTU, 2019
1. Utilize the processing of images to generate accompaniment of some specific vocal signal.
2. Transfer music wave to spectrogram, and exploit the spectrogram as input image to apply on the CVAE structure.
3. Exploit vocal information as the condition in CVAE, and mixture (vocal + accompaniment) as the target in CVAE structure.
Technical Skills
Language
Machine/Deep Learning
Parallel Programming
Computer Graphics & Computer Vision
Database
Education
Master, Computer Science
National Chiao Tung University, 2020/9-
Exchange Student, Computer Science
University of Illinois Urbana-Champaign, 2020 / 1 - 2020/ 5
Bachelor, Electrical Engineering and Computer Science
National Chiao Tung University, 2016 / 9 - 2020/ 6
SHIN-I CHENG
2 months of summer intern experience of financial NLP projects(2019) in ITRI. Exchange student in UIUC CS for one semester(2020/1-2020/5) and currently an graduate student NCTU CS.
Currently being in professor Wei-Chen Chiu's lab, doing research on Computer vision, deep learning and machine learning.
Experience
Research Assistant, Computational Intelligence Technology Center, ITRI
Jul 2019 ~ Aug 2019
Project 1
Real Time Style Transfer On Youtube Videos
NCTU, 2018
1.Use mpi to parallel the computing work about neural style transfer.
2.Use socket thread pool to receive processed images from different servers simultaneously and store the images in queue with right order.
Project 2
Music Accompaniment Generation
NCTU, 2019
1. Utilize the processing of images to generate accompaniment of some specific vocal signal.
2. Transfer music wave to spectrogram, and exploit the spectrogram as input image to apply on the CVAE structure.
3. Exploit vocal information as the condition in CVAE, and mixture (vocal + accompaniment) as the target in CVAE structure.