C. Huang

Most-cited papers

1. Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset

   Curtis Hawthorne, A. Stasyuk, Adam Roberts, Ian Simon +5 more

   2018International Conference on Learning Representations651 citations

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2. Music Transformer: Generating Music with Long-Term Structure

   C. Huang, Ashish Vaswani, J. Uszkoreit, Noam Shazeer +6 more

   2018International Conference on Learning Representations629 citations

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3. Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative Models

   Ryan Louie, A. Coenen, C. Huang, Michael Terry +1 more

   2020International Conference on Human Factors in Computing Systems348 citations Open access

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4. Counterpoint by Convolution

   C. Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville +1 more

   2019International Society for Music Information Retrieval Conference171 citations

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5. Human-AI Co-Creation in Songwriting

   C. Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu +1 more

   2020International Society for Music Information Retrieval Conference115 citations

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6. An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation

   C. Huang, Ashish Vaswani, J. Uszkoreit, Noam Shazeer +4 more

   2018arXiv.org83 citations

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7. ChordRipple: Recommending Chords to Help Novice Composers Go Beyond the Ordinary

   C. Huang, D. Duvenaud, Krzysztof Z Gajos

   2016International Conference on Intelligent User Interfaces74 citations

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8. MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling

   Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely +5 more

   2021International Conference on Learning Representations72 citations

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9. Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation

   Ryan Louie, Jesse Engel, C. Huang

   2022International Conference on Intelligent User Interfaces45 citations Open access

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10. Approachable Music Composition with Machine Learning at Scale

    C. Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu +3 more

    2019International Society for Music Information Retrieval Conference27 citations

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11. Live Music Models

    A. Caillon, Brian McWilliams, Cassie Tarakajian, Ian Simon +30 more

    2025arXiv.org24 citations

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12. Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models

    Ryan Louie, Any Cohen, C. Huang, Michael Terry +1 more

    2020HAI-GEN+user2agent@IUI23 citations

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13. Active learning of intuitive control knobs for synthesizers using gaussian processes

    C. Huang, D. Duvenaud, Kenneth C. Arnold, Brenton Partridge +2 more

    2014International Conference on Intelligent User Interfaces14 citations Open access

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14. Improving Source Separation by Explicitly Modeling Dependencies between Sources

    Ethan Manilow, Curtis Hawthorne, C. Huang, Bryan Pardo +1 more

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing11 citations Open access

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15. Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces

    Ryan Louie, Jesse Engel, C. Huang

    2021arXiv.org11 citations

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16. Towards Mixed-initiative generation of multi-channel sequential structure

    C. Huang, Sherol Chen, M. Nelson, Douglas Eck

    2018International Conference on Learning Representations7 citations

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17. Redefining Relationships in Music

    Christian Detweiler, B. Coleman, Fernando Diaz, Lieke Dom +12 more

    2022arXiv.org3 citations Open access

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18. ChordRipple: Adaptively Recommending and Propagating Chord Changes for Songwriters

    C. Huang

    2016IUI Companion3 citations

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19. Melodic variations : toward cross-cultural transformation

    C. Huang

    20082 citations

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20. Compositional Steering of Music Transformers 66-80

    Halley Young, V. Dumoulin, P. S. Castro, Jesse Engel +1 more

    2022IUI Workshops1 citations

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21. Visualizing Music Transformer

    C. Huang, Monica Dinculescu, Ashish Vaswani, Douglas Eck

    20181 citations

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22. Grammar Generative Models for Music Notation

    C. Huang

    20230 citations

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23. Deep Learning for Music Composition: Generation, Recommendation and Control

    C. Huang

    20190 citations

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24. Mathematics and Computation in Music 2009: John Clough Memorial Conference (review)

    Jonathan Bragg, C. Huang

    20100 citations

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