Nikhil Singh

According to our database, Nikhil Singh authored at least 20 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bridging the Data Provenance Gap Across Text, Speech and Video.

Shayne Longpre, Nikhil Singh, Manuel Cherep, Kushagra Tiwary, Joanna Materzynska, William Brannon, Robert Mahari, Manan Dey, Mohammed Hamdy, Nayan Saxena, Ahmad Mustafa Anis, Emad A. 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 Lee, Campbell 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

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, Hailey Schoelkopf, Nikhil Singh, Manuel Cherep, Ahmad Anis, An Dinh, Caroline Chitongo, Da Yin, Damien Sileo, Deividas Mataciunas, Diganta Misra, Emad A. Alghamdi, Enrico Shippole, Jianguo Zhang, Joanna Materzynska, Kun Qian, Kush Tiwary, Lester James V. 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

CoRR, 2024

Purrfect Pitch: Exploring Musical Interval Learning through Multisensory Interfaces.

Sam Chin, Cathy Mengying Fang, Nikhil Singh, Ibrahim Ibrahim, Joseph A. Paradiso, Pattie Maes

CoRR, 2024

Contrastive Learning from Synthetic Audio Doppelgangers.

Manuel Cherep, Nikhil Singh

CoRR, 2024

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, 2024

Creative Text-to-Audio Generation via Synthesizer Programming.

Manuel Cherep, Nikhil Singh, Jessica Shand

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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, Lily Stella, Megan McMahon, Hao Jin, Rébecca Kleinberger

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence.

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

ACM Trans. Comput. Hum. Interact., October, 2023

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

Kimaya Lecamwasam, Samantha Gutierrez Arango, Nikhil Singh, Neska El Haouij, Max Addae, Rosalind W. Picard

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

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, Newman Cheng, Roman Wang, Yann Hicke, Saisamrit Surbehera, Arvind Raghavan, Alexander E. Siemenn, Nikhil Singh, Jayson Lynch, Avi Shporer, Nakul Verma, Tonio Buonassisi, Armando Solar-Lezama

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

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

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

Proceedings of the 22nd International Conference on New Interfaces for Musical Expression, 2022

Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability.

Leonard Tang, Elizabeth Ke, Nikhil Singh, Bo Feng, Derek Austin, Nakul Verma, Iddo Drori

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

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, Taylor L. Patti, Jayson Lynch, Avi Shporer, Nakul Verma, Eugene Wu, Gilbert Strang

CoRR, 2021

Solving Probability and Statistics Problems by Program Synthesis.

Leonard Tang, Elizabeth Ke, Nikhil Singh, Nakul Verma, 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, Iddo Drori

CoRR, 2021

Privileged Zero-Shot AutoML.

Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori

CoRR, 2021

The Sound Sketchpad: Expressively Combining Large and Diverse Audio Collections.

Nikhil Singh

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis.

Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Solving Machine Learning Problems.

Sunny Tran, Pranav Krishna, Ishan Pakuwal, Prabhakar Kafle, Nikhil Singh, Jayson Lynch, Iddo Drori

Proceedings of the Asian Conference on Machine Learning, 2021