Publications: Mr Benjamin Hayes
Hayes B, Saitis C, Fazekas G
(
2025
)
.
Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching
.
Hayes B, Shier J, Fazekas G, McPherson A, Saitis C
(
2024
)
.
A review of differentiable digital signal processing for music and speech synthesis
.
Frontiers in Signal Processing
vol.
3
,
Bindi G, Demerlé N, Diaz R, Genova D, Golvet A, Huang J, Martos V, Pelinski T et al.
(
2023
)
.
AI (r)evolution – where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
.
Institut de Recherche et Coordination Acoustique/Musique (IRCAM)
(
Paris, France
),
Hayes B, Shier J, Fazekas G, McPherson A, Saitis C
(
2023
)
.
A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis
.
Diaz R, Hayes B, Saitis C, Fazekas G, Sandler M
(
2023
)
.
Rigid-Body Sound Synthesis with Differentiable Modal Resonators
.
Conference:
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
vol.
00
,
1
-
5
.
Hayes B, Saitis C
(
2023
)
.
Sinusoidal Frequency Estimation by Gradient Descent
.
Conference:
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
vol.
00
,
1
-
5
.
Hayes B, Fazekas G
(
2023
)
.
The Responsibility Problem in Neural Networks with Unordered Targets
.
Published as a Tiny Paper at ICLR 2023
.
Conference:
International Conference on Learning Representations
Miller J, Lewis D, Guo Z, Li Y, Ma Y, Vahidi C, Boon H, Wolstanholme L et al.
(
2022
)
.
DMRN+17: Digital Music Research Network One-day Workshop 2022
.
Conference:
DMRN+17: Digital Music Research Network One-day Workshop 2022
(
Queen Mary Univeristy of London
)
from:
20/12/2022
to:
20/12/2022
,
Diaz R, Hayes B, Saitis C, Fazekas G, Sandler M
(
2022
)
.
Rigid-Body Sound Synthesis with Differentiable Modal Resonators
.
Hayes B, Fazekas G
(
2022
)
.
Sinusoidal Frequency Estimation by Gradient Descent
.
Hayes B, Saitis C
(
2022
)
.
Disembodied Timbres: A Study on Semantically Prompted FM Synthesis
.
Journal of the Audio Engineering Society
vol.
70
,
(
5
)
373
-
391
.
Hayes B, Saitis C
(
2022
)
.
timbre.fun: A gamified interactive system for crowdsourcing a timbre semantic vocabulary
.
Proceedings of the International Congress on Acoustics
.
Grechin S, Banar B, Hayes B, Welham C, Pelinski T, Poliakov E, Li Y, Zhang H et al.
(
2021
)
.
DMRN+16: Digital Music Research Network One-day Workshop 2021
.
Conference:
DMRN+16: Digital Music Research Network One-day Workshop 2021
(
Online. QMUL
)
from:
21/12/2021
to:
21/12/2021
,
Hayes B, Saitis C
(
2021
)
.
Neural Waveshaping Synthesis
.
Conference:
Proceedings of the 22nd International Society for Music Information Retrieval
(
Online
)
from:
08/11/2021
to:
12/11/2021
,
Hayes B, Saitis C
(
2021
)
.
Neural Waveshaping Synthesis
.
Hayes B, Saitis C
(
2021
)
.
NEURAL WAVESHAPING SYNTHESIS
.
Proceedings of the International Society for Music Information Retrieval Conference
,
vol.
2021
,
ZACHARAKIS A, Hayes B, Saitis C
(
2020
)
.
Evidence for timbre space robustness to an uncontrolled online stimulus presentation
.
Proceedings of the 2nd International Conference on Timbre
.
Conference:
Timbre 2020
(
Thessaloniki (Online)
)
from:
03/09/2020
to:
04/09/2020
,
129
-
132
.
Hayes B, Saitis C
(
2020
)
.
There’s more to timbre than musical instruments: semantic dimensions of FM sounds
.
Proceedings of the 2nd International Conference on Timbre
.
Conference:
Timbre 2020
(
Thessaloniki (Online)
)
from:
03/09/2020
to:
04/09/2020
,
69
-
72
.
Hayes B, Saitis C, Fazekas G
.
Audio synthesizer inversion in symmetric parameter spaces with approximately equivariant flow matching
.
Conference:
ISMIR 2025
(
Daejeon, Korea
)
from:
21/09/2025
to:
25/09/2025
,
Yu C-Y, Martinez Ramirez M, Koo J, Hayes B, Liao W-H, Fazekas G, Mitsufuji Y
.
DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects Distributions
.
Conference:
International Conference on Digital Audio Effects
Hayes B, Saitis C, Fazekas G
.
Disembodied Timbres: a Study on Semantically Prompted FM Synthesis
.