Cheng-Zhi Anna Huang

43 papers A* 4A 4Misc 1Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Design Space for Live Music Agents.
CHI
Yewon Kim, Stephen Brade, Alexander Wang, David Zhou, Haven Kim, Bill Wang, Sung-Ju Lee, Hugo F. Flores Garcia, Cheng-Zhi Anna Huang, Chris Donahue
2026 J jnl
A Design Space for Live Music Agents.
CoRR
Yewon Kim, Stephen Brade, Alexander Wang, David Zhou, Haven Kim, Bill Wang, Sung-Ju Lee, Hugo F. Flores Garcia, Cheng-Zhi Anna Huang, Chris Donahue
2026 A conf
Agents in Concert: A Case-Study of Bringing AI to the Stage in Practice.
IUI
Stephen Brade, Teng Ma, Lancelot Blanchard, Kimaya Lecamwasam, Carlos Mariano Salcedo, Suwan Kim, Perry Naseck, Andrew Li, Matthew R. Michalek, Sebastian Franjou, Cheng-Zhi Anna Huang
2026 J jnl
Stemphonic: All-at-once Flexible Multi-stem Music Generation.
CoRR
Shih-Lun Wu, Ge Zhu, Juan Pablo Cáceres, Cheng-Zhi Anna Huang, Nicholas J. Bryan
2025 J jnl
Adaptive Accompaniment with ReaLchords.
CoRR
Yusong Wu, Tim Cooijmans, Kyle Kastner, Adam Roberts, Ian Simon, Alexander Scarlatos, Chris Donahue, Cassie Tarakajian, Shayegan Omidshafiei, Aaron C. Courville, Pablo Samuel Castro, Natasha Jaques, Cheng-Zhi Anna Huang
2025 A* conf
FLAM: Frame-Wise Language-Audio Modeling.
ICML
Yusong Wu, Christos Tsirigotis, Ke Chen, Cheng-Zhi Anna Huang, Aaron C. Courville, Oriol Nieto, Prem Seetharaman, Justin Salamon
2025 J jnl
FLAM: Frame-Wise Language-Audio Modeling.
CoRR
Yusong Wu, Christos Tsirigotis, Ke Chen, Cheng-Zhi Anna Huang, Aaron C. Courville, Oriol Nieto, Prem Seetharaman, Justin Salamon
2025 J jnl
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction.
CoRR
Yusong Wu, Stephen Brade, Teng Ma, Tia-Jane Fowler, Enning Yang, Berker Banar, Aaron C. Courville, Natasha Jaques, Cheng-Zhi Anna Huang
2025 J jnl
Live Music Models.
CoRR
Antoine Caillon, Brian McWilliams, Cassie Tarakajian, Ian Simon, Ilaria Manco, Jesse H. Engel, Noah Constant, Yunpeng Li, Timo I. Denk, Alberto Lalama, Andrea Agostinelli, Cheng-Zhi Anna Huang, Ethan Manilow, George Brower, Hakan Erdogan, Heidi Lei, Itai Rolnick, Ivan Grishchenko, Manu Orsini, Matej Kastelic, Mauricio Zuluaga, Mauro Verzetti, Michael Dooley, Ondrej Skopek, Rafael Ferrer, Zalán Borsos, Aäron van den Oord, Douglas Eck, Eli Collins, Jason Baldridge, Tom Hume, Chris Donahue, Kehang Han, Adam Roberts
2025 J jnl
MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation.
CoRR
Shih-Lun Wu, Yoon Kim, Cheng-Zhi Anna Huang
2025 — conf
ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers.
CHI Extended Abstracts
Alexander Scarlatos, Yusong Wu, Ian Simon, Adam Roberts, Tim Cooijmans, Natasha Jaques, Cassie Tarakajian, Cheng-Zhi Anna Huang
2025 J jnl
ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers.
CoRR
Alexander Scarlatos, Yusong Wu, Ian Simon, Adam Roberts, Tim Cooijmans, Natasha Jaques, Cassie Tarakajian, Cheng-Zhi Anna Huang
2025 J jnl
Streaming Generation for Music Accompaniment.
CoRR
Yusong Wu, Mason Wang, Heidi Lei, Stephen Brade, Lancelot Blanchard, Shih-Lun Wu, Aaron C. Courville, Cheng-Zhi Anna Huang
2025 — conf
The jam_bot, a Real-Time System for Collaborative Free Improvisation with Music Language Models.
ISMIR
Lancelot Blanchard, Perry Naseck, Stephen Brade, Kimaya Lecamwasam, Jordan Rudess, Cheng-Zhi Anna Huang, Joseph A. Paradiso
2024 A* conf
Adaptive Accompaniment with ReaLchords.
ICML
Yusong Wu, Tim Cooijmans, Kyle Kastner, Adam Roberts, Ian Simon, Alexander Scarlatos, Chris Donahue, Cassie Tarakajian, Shayegan Omidshafiei, Aaron C. Courville, Pablo Samuel Castro, Natasha Jaques, Cheng-Zhi Anna Huang
2024 J jnl
Exploratory Study Of Human-AI Interaction For Hindustani Music.
CoRR
Nithya Nadig Shikarpur, Cheng-Zhi Anna Huang
2024 — conf
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music.
ISMIR
Nithya Nadig Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu, Antoine Caillon, Cheng-Zhi Anna Huang
2024 J jnl
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music.
CoRR
Nithya Nadig Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu, Antoine Caillon, Cheng-Zhi Anna Huang
2024 — ed.
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
ISMIR
Blair Kaneshiro, Gautham J. Mysore, Oriol Nieto, Chris Donahue, Cheng-Zhi Anna Huang, Jin Ha Lee, Brian McFee, Matthew C. McCallum
2022 — conf
Compositional Steering of Music Transformers 66-80.
IUI Workshops
Halley Young, Vincent Dumoulin, Pablo S. Castro, Jesse H. Engel, Cheng-Zhi Anna Huang
2022 A conf
Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation.
IUI
Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang
2022 J jnl
Improving Source Separation by Explicitly Modeling Dependencies Between Sources.
CoRR
Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel
2022 Misc conf
Improving Source Separation by Explicitly Modeling Dependencies between Sources.
ICASSP
Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel
2022 A* conf
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling.
ICLR
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel
2022 J jnl
Redefining Relationships in Music.
CoRR
Christian Detweiler, Beth Coleman, Fernando Diaz, Lieke Dom, Chris Donahue, Jesse H. Engel, Cheng-Zhi Anna Huang, Larry James, Ethan Manilow, Amanda McCroskery, Kyle Pedersen, Pamela Peter-Agbia, Negar Rostamzadeh, Robert Thomas, Marco Zamarato, Ben Zevenbergen
2021 J jnl
Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces.
CoRR
Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang
2021 J jnl
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling.
CoRR
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel
2020 J jnl
AI Song Contest: Human-AI Co-Creation in Songwriting.
CoRR
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai
2020 — conf
Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models.
HAI-GEN+user2agent@IUI
Ryan Louie, Any Cohen, Cheng-Zhi Anna Huang, Michael Terry, Carrie J. Cai
2020 — conf
Human-AI Co-Creation in Songwriting.
ISMIR
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai
2019 — conf
Approachable Music Composition with Machine Learning at Scale.
ISMIR
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft
2019 J jnl
Counterpoint by Convolution.
CoRR
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck
2019 — conf
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset.
ICLR
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck
2019 — conf
Music Transformer: Generating Music with Long-Term Structure.
ICLR (Poster)
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Ian Simon, Curtis Hawthorne, Noam Shazeer, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck
2019 J jnl
The Bach Doodle: Approachable music composition with machine learning at scale.
CoRR
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft
2018 J jnl
An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation.
CoRR
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Douglas Eck
2018 J jnl
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset.
CoRR
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck
2018 — conf
Towards Mixed-initiative generation of multi-channel sequential structure.
ICLR (Workshop)
Cheng-Zhi Anna Huang, Sherol Chen, Mark J. Nelson, Douglas Eck
2017 — conf
Counterpoint by Convolution.
ISMIR
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck
2016 — conf
ChordRipple: Adaptively Recommending and Propagating Chord Changes for Songwriters.
IUI Companion
Cheng-Zhi Anna Huang
2016 A conf
ChordRipple: Recommending Chords to Help Novice Composers Go Beyond the Ordinary.
IUI
Cheng-Zhi Anna Huang, David Duvenaud, Krzysztof Z. Gajos
2014 A conf
Active learning of intuitive control knobs for synthesizers using gaussian processes.
IUI
Cheng-Zhi Anna Huang, David Duvenaud, Kenneth C. Arnold, Brenton Partridge, Josiah W. Oberholtzer, Krzysztof Z. Gajos
2010 J jnl
Mathematics and Computation in Music 2009: John Clough Memorial Conference.
Comput. Music. J.
Jonathan Bragg, Cheng-Zhi Anna Huang