PhD Student
Computer Science & Engineering
University of California San Diego


Talks


Tutorial Talk

Generating Music with GANs: An Overview and Case Studies — Hao-Wen Dong and Yi-Hsuan Yang, 20th International Society for Music Information Retrieval Conference (ISMIR), November 4, 2019  slides


Conference Talks

Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music22nd International Society for Music Information Retrieval Conference (ISMIR), November 10, 2021  slides

MusPy: A Toolkit for Symbolic Music Generation21st International Society for Music Information Retrieval Conference (ISMIR), October 12, 2020  slides

Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation19th International Society for Music Information Retrieval Conference (ISMIR), September 24, 2018  slides


Invited Talks

Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack MusicUC San Diego J. Yang Scholars Symposium, La Jolla, CA, USA, September 25, 2021  slides

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment


Seminar Talks

Empower Music Creation with AIGroup Seminar, August 19, 2021  slides

On Unifying Deep Generative ModelsSeminar on Deep Generative Models (UCSD CSE 290), February 20, 2020  slides

Training Generative Adversarial Networks with Binary Neurons by End-to-end BackpropagationWeekly Seminar of the Music and AI Lab, October 17, 2018  slides

What is Critical in GAN Training?Weekly Seminar of the Music and AI Lab, May 15, 2018  slides

Recent Progress on Utilizing Tag Information with GANsWeekly Seminar of the Music and AI Lab, December 26, 2017  slides

On Unifying Deep Generative ModelsWeekly Seminar of the Music and AI Lab, August 15, 2017  slides

An Energy-Aware Trust Derivation Scheme With Game Theoretic Approach in Wireless Sensor Networks for IoT ApplicationsWeekly Seminar of the Wireless Mobile Network Lab, November 10, 2016  slides

Game Theory for Networks – Learning AlgorithmsWeekly Seminar of the Wireless Mobile Network Lab, May 2, 2016  slides