Talks

Content

Tutorial Talk

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

Generative AI for Music and Audio
CS Colloquium, Department of Computer Science, University of Missouri–St. Louis
Online, March 7, 2024
slides
Learning Text-to-Audio Synthesis from Videos
Rising Stars in AI Symposium, , AI Initiative, King Abdullah University of Science and Technology (KAUST)
Thuwal, Saudi Arabia, February 20, 2024
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Generative AI for Music and Audio
CS Seminar, Department of Computer Science, Northwestern University
Evanston, IL, USA, November 15, 2023
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Generative AI for Music and Audio
Rising Stars in Data Science Workshop, Data Science Institute, University of Chicago
Chicago, IL, USA, November 14, 2023
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Generative AI for Music and Audio
DSP Seminar, Center for Computer Research in Music and Acoustics (CCRMA), Stanford University
Palo Alto, CA, USA, November 10, 2023
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Learning Sound Separation and Synthesis from Videos using Pretrained Language-vision Models
Seminar, Mitsubishi Electric Research Laboratories (MERL)
Cambridge, MA, USA, October 30, 2023
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Generative AI for Music and Audio
Seminar, Institute of Information Science, Academia Sinica
Taipei, Taiwan, September 18, 2023
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Generative AI for Music and Audio
Seminar, Department of Computer Science and Information Engineering, National Taiwan University
Taipei, Taiwan, September 15, 2023
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Generative AI for Music and Audio
Seminar, Graduate Institute of Communication Engineering, National Taiwan University
Taipei, Taiwan, September 11, 2023
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Generating Multitrack Music using Deep Learning
Seminar, AI Research Center, AI Research Center, National Institute of Advanced Industrial Science and Technology (AIST)
Online, September 12, 2022
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MusPy: Symbolic Music Processing in Python
Music + AI Reading Group, Mila and Vector Institute
Online, April 8, 2022
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Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music
J. Yang Scholars Symposium, UC San Diego
Online, September 25, 2021
slides

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment —
- Music AI Day, Academia Sinica
  Taipei, Taiwan, January 3, 2019
  slides
- The 28th Generative Music Informatics Workshop
  Hiroshima, Japan, August 20, 2018
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- The 5th Taiwanese Music and Audio Computing Workshop
  Taipei, Taiwan, May 24, 2018
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- AAAI Seminar, Program Office of AI Research, Taiwan Ministry of Science and Technology
  Hsinchu, Taiwan, March 24, 2018
  slides

CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
New Paltz, NY, USA, October 22, 2023
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CLIPSynth: Learning Text-to-audio Synthesis from Videos using CLIP and Diffusion Models
CVPR Workshop on Sight and Sound
Vancouver, Canada, June 19, 2023
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Multitrack Music Transformer
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Rhodes, Greece, June 4, 2023
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CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
International Conference on Learning Representations (ICLR)
Kigali, Rwanda, May 1, 2023
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Deep Performer: Score-to-Audio Music Performance Synthesis
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Online, May 7, 2022
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Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music
International Society for Music Information Retrieval Conference (ISMIR)
Online, November 10, 2021
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MusPy: A Toolkit for Symbolic Music Generation
International Society for Music Information Retrieval Conference (ISMIR)
Online, October 12, 2020
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Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
International Society for Music Information Retrieval Conference (ISMIR)
Paris, France, September 24, 2018
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MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
AAAI Conference on Artificial Intelligence (AAAI)
New Orleans, LA, USA, February 5, 2018
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Generating Multitrack Music using Deep Learning
Group Seminar, Sony Group
Online, July 1, 2022
slides
Convexity & Gradient Descent
Discussion for Principles of Machine Learning: Learning Algorithms (CSE 251A), UC San Diego
Online, February 4, 2022
video slides slides
Empowering Music Creation with Machine Learning
Thesis Proposal, UC San Diego
Online, December 9, 2021
video slides

Empower Music Creation with AI
Group Seminar, Dolby Labs
Online, August 19, 2021
slides
Towards Automatic Instrumentation by Learning to Separate Parts in Multitrack Music
Research Exam, UC San Diego
Online, June 8, 2021
video

On Unifying Deep Generative Models
Seminar on Deep Generative Models (CSE 290), UC San Diego
La Jolla, CA, USA, February 20, 2020
slides
Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation
Weekly Seminar, Music and AI Lab, Academia Sinica
Taipei, Taiwan, October 17, 2018
slides
What is Critical in GAN Training?
Weekly Seminar, Music and AI Lab, Academia Sinica
Taipei, Taiwan, May 15, 2018
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Recent Progress on Utilizing Tag Information with GANs
Weekly Seminar, Music and AI Lab, Academia Sinica
Taipei, Taiwan, December 26, 2017
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On Unifying Deep Generative Models
Weekly Seminar, Music and AI Lab, Academia Sinica
Taipei, Taiwan, August 15, 2017
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An Energy-Aware Trust Derivation Scheme With Game Theoretic Approach in Wireless Sensor Networks for IoT Applications
Weekly Seminar, Wireless Mobile Network Lab, National Taiwan University
Taipei, Taiwan, November 10, 2016
slides
Game Theory for Networks – Learning Algorithms
Weekly Seminar, Wireless Mobile Network Lab, National Taiwan University
Taipei, Taiwan, May 2, 2016
slides

Learning Text-queried Sound Separation and Synthesis using Unlabeled Videos and Pretrained Language-Vision Models
Hao-Wen Dong
Rising Stars in Data Science Workshop, Data Science Institute, University of Chicago
Chicago, IL, USA, November 14, 2023
slides
Learning Text-queried Sound Separation and Synthesis using Unlabeled Videos and Pretrained Language-Vision Models
Hao-Wen Dong
Speech and Audio in the Northeast (SANE)
Brooklyn, NY, USA, October 26, 2023
slides
Empowering Music Creation with Machine Learning
Hao-Wen Dong
ICASSP Rising Stars in Signal Processing Workshop
Rhodes, Greece, June 9, 2023
slides
Lead sheet and Multi-track Piano-roll generation using MuseGAN
Hao-Min Liu, Hao-Wen Dong, Wen-Yi Hsiao, and Yi-Hsuan Yang
GPU Technology Conference Taiwan (GTC Taiwan)
Taipei, Taiwan, May 30, 2018
slides