Ben Hayes

According to our database, Ben Hayes authored at least 9 papers between 2021 and 2025.

Collaborative distances:

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

2025

PESTO: Real-Time Pitch Estimation with Self-supervised Transposition-equivariant Objective.

Alain Riou, Bernardo Torres, Ben Hayes, Stefan Lattner, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters

CoRR, August, 2025

Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching.

Ben Hayes, Charalampos Saitis, György Fazekas

CoRR, June, 2025

DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects Distributions.

Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Ben Hayes, Wei-Hsiang Liao, György Fazekas, Yuki Mitsufuji

CoRR, April, 2025

2023

AI (r)evolution - where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning.

Giovanni Bindi, Nils Demerlé, Rodrigo Diaz, David Genova, Aliénor Golvet, Ben Hayes, Jiawen Huang, Lele Liu, Vincent Martos, Sarah Nabi, Teresa Pelinski, Lenny Renault, Saurjya Sarkar, Pedro Sarmento, Cyrus Vahidi, Lewis Wolstanholme, Yixiao Zhang, Axel Roebel, Nick Bryan-Kinns, Jean-Louis Giavitto, Mathieu Barthet

CoRR, 2023

A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis.

Ben Hayes, Jordie Shier, György Fazekas, Andrew P. McPherson, Charalampos Saitis

CoRR, 2023

The Responsibility Problem in Neural Networks with Unordered Targets.

Ben Hayes, Charalampos Saitis, György Fazekas

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Sinusoidal Frequency Estimation by Gradient Descent.

Ben Hayes, Charalampos Saitis, György Fazekas

Proceedings of the IEEE International Conference on Acoustics, 2023

Rigid-Body Sound Synthesis with Differentiable Modal Resonators.

Rodrigo Diaz, Ben Hayes, Charalampos Saitis, György Fazekas, Mark B. Sandler

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Neural Waveshaping Synthesis.

Ben Hayes, Charalampos Saitis, György Fazekas

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021