Publications

Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Anis, Emad Alghamdi, Vu Minh Chien, Naana Obeng-Marnu, Da Yin, Kun Qian, Yizhi Li, Minnie Liang, An Dinh, Shrestha Mohanty, Deividas Mataciunas, Tobin South, Jianguo Zhang, Ariel N Lee, Campbell S Lund, Christopher Klamm, Damien Sileo, Diganta Misra, Enrico Shippole, Kevin Klyman, Lester JV Miranda, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Vipul Gupta, Vivek Sharma, Xuhui Zhou, Caiming Xiong, Luis Villa, Stella Biderman, Alex Pentland, Sara Hooker, Jad Kabbara

International Conference on Learning Representations

Published in 2025

Paper

ICLR

Purrfect Pitch: Exploring Musical Interval Learning through Multisensory Interfaces

Sam Chin*, Cathy Mengying Fang*, Nikhil Singh, Ibrahim Ibrahim, Joe Paradiso, Pattie Maes

Augmented Humans

Published in 2025

Paper

2024

8 publications

Creative Text-to-Audio Generation via Synthesizer Programming

Manuel Cherep*, Nikhil Singh*, Jessica Shand

Forty-first International Conference on Machine Learning

Published in 2024

Paper

ICML

FigurA11y: AI Assistance for Writing Scientific Alt Text

Nikhil Singh, Lucy Lu Wang, Jonathan Bragg

Proceedings of the 29th International Conference on Intelligent User Interfaces

Published in 2024

Paper

IUI

Superficial Alignment and Subtle Divergence in LLM Decision-Making

Manuel Cherep*, Nikhil Singh*, Pattie Maes

NeurIPS 2024 Workshop on Behavioral Machine Learning

Published in 2024

Paper

NeurIPS BehavioralML

Human detection of political speech deepfakes across transcripts, audio, and video

Matthew Groh*, Aruna Sankaranarayanan*, Nikhil Singh, Dong Young Kim, Andrew Lippman, Rosalind Picard

Nature Communications

Published in 2024

Paper

Nature Communications

Looking similar sounding different: Leveraging counterfactual cross-modal pairs for audiovisual representation learning

Nikhil Singh, Chih-Wei Wu, Iroro Orife, Mahdi Kalayeh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Published in 2024

Paper

CVPR

Articulatory Synthesis of Speech and Diverse Vocal Sounds via Optimization

Luke Mo*, Manuel Cherep*, Nikhil Singh*, Quinn Langford, Pattie Maes

Audio Imagination: NeurIPS 2024 Workshop AI-Driven Speech, Music, and Sound Generation

Published in 2024

Paper

NeurIPS AudioImagination

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, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester Miranda, Manan Dey, Minnie Liang, Mohammed Hamdy, Niklas Muennighoff, Seonghyeon Ye, Seungone Kim, Shrestha Mohanty, Vipul Gupta, Vivek Sharma, Vu Minh Chien, Xuhui Zhou, Yizhi Li, Caiming Xiong, Luis Villa, Stella Biderman, Hanlin Li, Daphne Ippolito, Sara Hooker, Jad Kabbara, Sandy Pentland

arXiv preprint arXiv: 2407.14933

Published in 2024

Paper

arXiv

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 Cunha, Corinne C Renguette, Nikhil Singh, Lily Stella, Megan Mcmahon, Hao Jin, Rebecca Kleinberger

Proceedings of the CHI Conference on Human Factors in Computing Systems

Published in 2024

Paper

CHI

2023

2 publications

SynthAX: A Fast Modular Synthesizer in JAX

Manuel Cherep*, Nikhil Singh*

Audio Engineering Society Convention 155

Published in 2023

Paper

AES

Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction

Kimaya Lecamwasam, Samantha Gutierrez Arango, Nikhil Singh, Neska Elhaouij, Max Addae, Rosalind Picard

Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems

Published in 2023

Paper

CHI-LBW

2022

3 publications

Voice at NIME: a Taxonomy of New Interfaces for Vocal Musical Expression

Rébecca Kleinberger, Nikhil Singh, Xiao Xiao, Akito van Troyer

NIME 2022

Published in 2022

Paper

NIME

Where to hide a stolen elephant: Leaps in creative writing with multimodal machine intelligence

Nikhil Singh*, Guillermo Bernal*, Daria Savchenko*, Elena L Glassman

ACM Transactions on Computer-Human Interaction

Published in 2022

Paper

TOCHI

A neural network solves, explains, and generates university math problems by program synthesis and few-shot learning at human level

Iddo Drori, Sarah Zhang, Reece Shuttleworth, Leonard Tang, Albert Lu, Elizabeth Ke, Kevin Liu, Linda Chen, Sunny Tran, Newman Cheng, Roman Wang, Nikhil Singh, Taylor L Patti, Jayson Lynch, Avi Shporer, Nakul Verma, Eugene Wu, Gilbert Strang

Proceedings of the National Academy of Sciences

Published in 2022

Paper

PNAS