Research Statement for Rising Stars in Data Science (2023)
statement
Statement for Friends of International Center Fellowship (2023)
statement
Research Statement for ICASSP Rising Stars in Signal Processing (2023)
statement
Research Statement for UCSD GPSA Interdisciplinary Research Award (2023)
statement
Statement of Purpose for PhD transfer to the CSE program at UC San Diego (2020)
statement
Statement of Purpose for PhD application to the ECE program at UC San Diego (2019)
statement
MusPy —
A Toolkit for Symbolic Music Generation
code
documentation
PYPI
PyPianoroll —
A Python package for handling multitrack pianorolls
code
documentation
PYPI
Bach Violin Dataset —
A collection of high-quality public recordings of Bach’s sonatas and partitas for solo violin (BWV 1001–1006)
homepage
Lakh Pianoroll Dataset (LPD) —
A collection of 174,154 multitrack pianorolls derived from the MIDI files in Lakh MIDI Dataset
homepage
CLIPSynth: Learning Text-to-audio Synthesis from Videos using CLIP and Diffusion Models
Hao-Wen Dong, Gunnar A. Sigurdsson, Chenyang Tao, Jiun-Yu Kao, Yu-Hsiang Lin, Anjali Narayan-Chen, Arpit Gupta, Tagyoung Chung, Jing Huang, Nanyun Peng, and Wenbo Zhao
CVPR Workshop on Sight and Sound (WSS), 2023
paper
demo
video
slides
Multitrack Music Transformer
Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian McAuley, and Taylor Berg-Kirkpatrick
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
paper
demo
video
slides
code
reviews
On Output Activation Functions for Adversarial Losses: A Theoretical Analysis via Variational Divergence Minimization and An Empirical Study on MNIST Classification
Hao-Wen Dong and Yi-Hsuan Yang
arXiv preprint arXiv:1901.08753, 2019
paper
demo
code
Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation
Hao-Wen Dong and Yi-Hsuan Yang
arXiv preprint arXiv:1810.04714, 2018
paper
demo
slides
code