Selected Publications
For a full list, please see Google Scholar or Semantic Scholar.
* Denotes equal contribution from indicated authors.
As primary author
Creative Text-to-Audio Generation via Synthesizer Programming
International Conference on Machine Learning
Preliminary version at NeurIPS 2023 Workshop on Machine Learning for Audio (ML4Audio)
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning
IEEE/CVF Computer Vision and Pattern Recognition Conference
FigurA11y: AI Assistance for Scientific Alt Text Writing
ACM International Conference on Intelligent User Interfaces
Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
ACM Transactions on Computer-Human Interaction
Presented at CHI 2023. Selective summary at ACL Workshop on Intelligent and Interactive Writing Assistants (In2Writing)
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis
IEEE/CVF International Conference on Computer Vision
Synthax: A Fast Modular Synthesizer in JAX
Audio Engineering Society
The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections
ACM International Conference on Intelligent User Interfaces
As collaborating author
Human Detection of Political Speech Deepfakes across Transcripts, Audio, and Video
arXiv preprint
A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level
Proceedings of the National Academy of Sciences
Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction
CHI Late-Breaking Work
Voice at NIME: a Taxonomy of New Interfaces for Vocal Musical Expression
International Conference on New Interfaces for Musical Expression
Solving Machine Learning Problems
Asian Confefence on Machine Learning
Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability
International Conference on Artificial Intelligence in Education
Quantifying and Alleviating Distribution Shifts in Foundation Models on Review Classification
NeurIPS 2021 Workshop on Distribution Shifts