Solving Machine Learning Problems. - Sunny Tran; Pranav Krishna; Ishan Pakuwal; Prabhakar Kafle; Nikhil Singh 003; Jayson Lynch; Iddo Drori (ACML, 2021)

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis. - Nikhil Singh 003; Jeff Mentch; Jerry Ng; Matthew Beveridge; Iddo Drori (ICCV, 2021)

The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections. - Nikhil Singh 003 (IUI, 2021)

Privileged Zero-Shot AutoML. - Nikhil Singh 003; Brandon Kates; Jeff Mentch; Anant Kharkar; Madeleine Udell; Iddo Drori (CoRR, 2021)

Image2Lego: Customized LEGO Set Generation from Images. - Kyle Lennon; Katharina Fransen; Alexander O'Brien; Yumeng Melody Cao; Matthew Beveridge; Yamin Arefeen; Nikhil Singh 003; Iddo Drori (CoRR, 2021)

Solving Probability and Statistics Problems by Program Synthesis. - Leonard Tang; Elizabeth Ke; Nikhil Singh 003; Nakul Verma; Iddo Drori (CoRR, 2021)

A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More. - Iddo Drori; Sunny Tran; Roman Wang; Newman Cheng; Kevin Liu; Leonard Tang; Elizabeth Ke; Nikhil Singh 003; Taylor L. Patti; Jayson Lynch; Avi Shporer; Nakul Verma; et al. (CoRR, 2021)

Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability. - Leonard Tang; Elizabeth Ke; Nikhil Singh 003; Bo Feng; Derek Austin; Nakul Verma; Iddo Drori (AIED (2), 2022)

Voice at NIME: a Taxonomy of New Interfaces for Vocal Musical Expression. - Rébecca Kleinberger; Nikhil Singh 003; Xiao Xiao 001; Akito van Troyer (NIME, 2022)

A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level. - Iddo Drori; Sarah J. Zhang; Zad Chin; Reece Shuttleworth; Albert Lu; Linda Chen; Bereket Birbo; Michele He; Pedro Lantigua; Sunny Tran; Gregory Hunter; Bo Feng; et al. (AAAI, 2023)

Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction. - Kimaya Lecamwasam; Samantha Gutierrez Arango; Nikhil Singh 003; Neska El Haouij; Max Addae; Rosalind W. Picard (CHI Extended Abstracts, 2023)

Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence. - Nikhil Singh 003; Guillermo Bernal; Daria Savchenko; Elena L. Glassman (ACM Trans. Comput. Hum. Interact., 2023)

Ellie Talks About the Weather: Toward Evaluating the Expressive and Enrichment Potential of a Tablet-Based Speech Board in a Single Goffin's Cockatoo. - Jennifer M. Cunha; Corinne C. Renguette; Nikhil Singh 003; Lily Stella; Megan McMahon; Hao Jin; Rébecca Kleinberger (CHI, 2024)

Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning. - Nikhil Singh 003; Chih-Wei Wu; Iroro Orife; Mahdi M. Kalayeh (CVPR, 2024)

Creative Text-to-Audio Generation via Synthesizer Programming. - Manuel Cherep; Nikhil Singh 003; Jessica Shand (ICML, 2024)

FigurA11y: AI Assistance for Writing Scientific Alt Text. - Nikhil Singh 003; Lucy Lu Wang; Jonathan Bragg (IUI, 2024)

Consent in Crisis: The Rapid Decline of the AI Data Commons. - Shayne Longpre; Robert Mahari; Ariel Lee; Campbell Lund; Hamidah Oderinwale; William Brannon; Nayan Saxena; Naana Obeng-Marnu; Tobin South; Cole Hunter; Kevin Klyman; Christopher Klamm; et al. (NeurIPS, 2024)

Purrfect Pitch: Exploring Musical Interval Learning through Multisensory Interfaces. - Sam Chin; Cathy Mengying Fang; Nikhil Singh 003; Ibrahim Ibrahim; Joseph A. Paradiso; Pattie Maes (CoRR, 2024)

Consent in Crisis: The Rapid Decline of the AI Data Commons. - Shayne Longpre; Robert Mahari; Ariel Lee; Campbell Lund; Hamidah Oderinwale; William Brannon; Nayan Saxena; Naana Obeng-Marnu; Tobin South; Cole Hunter; Kevin Klyman; Christopher Klamm; et al. (CoRR, 2024)

Bridging the Data Provenance Gap Across Text, Speech and Video. - Shayne Longpre; Nikhil Singh 003; Manuel Cherep; Kushagra Tiwary; Joanna Materzynska; William Brannon; Robert Mahari; Manan Dey; Mohammed Hamdy; Nayan Saxena; Ahmad Mustafa Anis; Emad A. Alghamdi; et al. (CoRR, 2024)

Contrastive Learning from Synthetic Audio Doppelgängers. - Manuel Cherep; Nikhil Singh 003 (ICLR, 2025)

Bridging the Data Provenance Gap Across Text, Speech, and Video. - Shayne Longpre; Nikhil Singh 003; Manuel Cherep; Kushagra Tiwary; Joanna Materzynska; William Brannon; Robert Mahari; Naana Obeng-Marnu; Manan Dey; Mohammed Hamdy; Nayan Saxena; Ahmad Mustafa Anis; et al. (ICLR, 2025)

LLM Agents Are Hypersensitive to Nudges. - Manuel Cherep; Pattie Maes; Nikhil Singh 003 (CoRR, 2025)

Discovering Interpretable Concepts in Large Generative Music Models. - Nikhil Singh 003; Manuel Cherep; Pattie Maes (CoRR, 2025)