Hi, my name is HaoWei Huang, I graduated from National Taiwan
University of Science and Technology major in computer science.
I specialize in machine learning and deep learning-related project
development. With two years of team leadership experience, I
possess proficient skills in project management, teamwork, and
innovative problem-solving.
During my master's program, I led the AI DJ team in the overall
system development and management. The project proposed a
method based on computer vision and machine learning to recognize
human body movements and help select the next song through
algorithms. In addition, the system used automatic equalization
mixing technology to achieve seamless transitions between songs
and simulate the performance effect of professional DJs. Based on
the evaluation of 400 EDM songs' mixing by 15 professional DJs
in Taiwan, using the mean opinion score (MOS) as the subjective
evaluation standard, our proposed system's mixing quality was
confirmed to be good.
Responsibilities :
- System architecture design
- Machine learning model sampling / training (GRU Model)
- System analysis / development
- Algorithm design and analysis
- Project progress reporting
- Development team management
- Analysis based on test results
National Taiwan University of Science and Technology