Cheng-Zhi Anna Huang

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 22

Top Topics

Generative Model

Music Composition

Machine Learning

Gaussian Processes

Top Venues

Publications

Halley Young, Vincent Dumoulin, Pablo S. Castro, Jesse H. Engel, Cheng-Zhi Anna Huang
Compositional Steering of Music Transformers 66-80. IUI Workshops (2022)
Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang
Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation. IUI (2022)
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling. ICLR (2022)
Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel
Improving Source Separation by Explicitly Modeling Dependencies Between Sources. CoRR (2022)
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
Redefining Relationships in Music. CoRR (2022)
Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel
Improving Source Separation by Explicitly Modeling Dependencies between Sources. ICASSP (2022)
Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling. CoRR (2021)
Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang
Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces. CoRR (2021)
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie Cai
Human-AI Co-Creation in Songwriting. ISMIR (2020)
Ryan Louie, Any Cohen, Cheng-Zhi Anna Huang, Michael Terry, Carrie J. Cai
Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models. HAI-GEN+user2agent@IUI (2020)
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai
AI Song Contest: Human-AI Co-Creation in Songwriting. CoRR (2020)
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. ICLR (2019)
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck
Counterpoint by Convolution. CoRR (2019)
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft
The Bach Doodle: Approachable music composition with machine learning at scale. CoRR (2019)
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft
Approachable Music Composition with Machine Learning at Scale. ISMIR (2019)
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Ian Simon, Curtis Hawthorne, Noam Shazeer, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck
Music Transformer: Generating Music with Long-Term Structure. ICLR (Poster) (2019)
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset. CoRR (2018)
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Douglas Eck
An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation. CoRR (2018)
Cheng-Zhi Anna Huang, Sherol Chen, Mark J. Nelson, Douglas Eck
Towards Mixed-initiative generation of multi-channel sequential structure. ICLR (Workshop) (2018)
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck
Counterpoint by Convolution. ISMIR (2017)
Cheng-Zhi Anna Huang
ChordRipple: Adaptively Recommending and Propagating Chord Changes for Songwriters. IUI Companion (2016)
Cheng-Zhi Anna Huang, David Duvenaud, Krzysztof Z. Gajos
ChordRipple: Recommending Chords to Help Novice Composers Go Beyond the Ordinary. IUI (2016)
Cheng-Zhi Anna Huang, David Duvenaud, Kenneth C. Arnold, Brenton Partridge, Josiah W. Oberholtzer, Krzysztof Z. Gajos
Active learning of intuitive control knobs for synthesizers using gaussian processes. IUI (2014)
Jonathan Bragg, Cheng-Zhi Anna Huang
Mathematics and Computation in Music 2009: John Clough Memorial Conference. Comput. Music. J. 34 (1) (2010)