Papers by Topics – Music Generation

• Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset
  Weihan Xu, Julian McAuley, Taylor Berg-Kirkpatrick, Shlomo Dubnov, and Hao-Wen Dong
  International Society for Music Information Retrieval Conference (ISMIR), 2025
  paper  demo  poster  reviews
  Music Generation Multimodal Learning

• Video-Guided Text-to-Music Generation Using Public Domain Movie Collections
  Haven Kim, Zachary Novack, Weihan Xu, Julian McAuley, and Hao-Wen Dong
  International Society for Music Information Retrieval Conference (ISMIR), 2025
  paper  demo  code  poster  reviews
  Music Generation Multimodal Learning

• Nested Music Transformer: Sequentially Decoding Compound Tokens in Symbolic Music and Audio Generation
  Jiwoo Ryu, Hao-Wen Dong, Jongmin Jung, and Dasaem Jeon
  International Society for Music Information Retrieval Conference (ISMIR), 2024
  paper  demo  code  reviews
  Music Generation

• A New Dataset for Tag- and Text-based Controllable Symbolic Music Generation
  Weihan Xu, Julian McAuley, Taylor Berg-Kirkpatrick, Shlomo Dubnov, and Hao-Wen Dong
  ISMIR Late-Breaking Demos, 2024
  paper  demo
  Music Generation Multimodal Learning
• Equipping Pretrained Unconditional Music Transformers with Instrument and Genre Controls
  Weihan Xu, Julian McAuley, Shlomo Dubnov, and Hao-Wen Dong
  IEEE Big Data Workshop on AI Music Generation (AIMG), 2023
  paper  demo  reviews
   AI Music Innovation Award Music Generation

• 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
   Oral presentation Music Generation

• Automatic Melody Harmonization with Triad Chords: A Comparative Study
  Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yian Chen, Terence Leong, and Yi-Hsuan Yang
  Journal of New Music Research (JNMR), 50(1), 37–51, 2021.
  paper
  Music Generation Music Compositional Tools

• Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
  Hao-Wen Dong and Yi-Hsuan Yang
  International Society for Music Information Retrieval Conference (ISMIR), 2018
  paper  demo  video  slides  poster  code  reviews
  Music Generation

• MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment
  Hao-Wen Dong,* Wen-Yi Hsiao,* Li-Chia Yang, and Yi-Hsuan Yang (*equal contribution)
  AAAI Conference on Artificial Intelligence (AAAI), 2018
  paper  demo  slides  code
   Oral presentation Music Generation

• MuseGAN: Demonstration of a Convolutional GAN Based Model for Generating Multi-track Piano-rolls
  Hao-Wen Dong,* Wen-Yi Hsiao,* Li-Chia Yang, and Yi-Hsuan Yang (*equal contribution)
  ISMIR Late-Breaking Demos, 2017
  paper  poster
  Music Generation