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ORCIDCheng-Zhi Anna Huang
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2020 – today
- 2024
[c15]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:
Adaptive Accompaniment with ReaLchords. ICML 2024- [i10]Nithya Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu, Antoine Caillon, Cheng-Zhi Anna Huang:
Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music. CoRR abs/2408.12658 (2024) - 2022
- [c14]Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel:
Improving Source Separation by Explicitly Modeling Dependencies between Sources. ICASSP 2022: 291-295 - [c13]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 - [c12]Halley Young, Vincent Dumoulin, Pablo S. Castro, Jesse H. Engel, Cheng-Zhi Anna Huang:
Compositional Steering of Music Transformers 66-80. IUI Workshops 2022: 66-80 - [c11]Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang:
Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation. IUI 2022: 405-417 - [i9]Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel:
Improving Source Separation by Explicitly Modeling Dependencies Between Sources. CoRR abs/2203.15140 (2022) - [i8]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 abs/2212.08038 (2022) - 2021
- [i7]Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang:
Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces. CoRR abs/2111.14951 (2021) - [i6]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 abs/2112.09312 (2021) - 2020
- [c10]Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai:
Human-AI Co-Creation in Songwriting. ISMIR 2020: 708-716 - [c9]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 - [i5]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 abs/2010.05388 (2020)
2010 – 2019
- 2019
- [c8]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 - [c7]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 - [c6]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: 793-800 - [i4]Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck:
Counterpoint by Convolution. CoRR abs/1903.07227 (2019) - [i3]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 abs/1907.06637 (2019) - 2018
- [c5]Cheng-Zhi Anna Huang, Sherol Chen, Mark J. Nelson, Douglas Eck:
Towards Mixed-initiative generation of multi-channel sequential structure. ICLR (Workshop) 2018 - [i2]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 abs/1809.04281 (2018) - [i1]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 abs/1810.12247 (2018) - 2017
- [c4]Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck:
Counterpoint by Convolution. ISMIR 2017: 211-218 - 2016
- [c3]Cheng-Zhi Anna Huang:
ChordRipple: Adaptively Recommending and Propagating Chord Changes for Songwriters. IUI Companion 2016: 138-141 - [c2]Cheng-Zhi Anna Huang, David Duvenaud, Krzysztof Z. Gajos:
ChordRipple: Recommending Chords to Help Novice Composers Go Beyond the Ordinary. IUI 2016: 241-250 - 2014
- [c1]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: 115-124 - 2010
- [j1]Jonathan Bragg, Cheng-Zhi Anna Huang:
Mathematics and Computation in Music 2009: John Clough Memorial Conference. Comput. Music. J. 34(1): 100-102 (2010)
Coauthor Index
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