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Ben Hayes
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Neural Waveshaping Synthesis
B Hayes, C Saitis, G Fazekas
International Society for Music Information Retrieval, 2021
312021
Sinusoidal frequency estimation by gradient descent
B Hayes, C Saitis, G Fazekas
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
122023
Rigid-body sound synthesis with differentiable modal resonators
R Diaz, B Hayes, C Saitis, G Fazekas, M Sandler
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
62023
A review of differentiable digital signal processing for music and speech synthesis
B Hayes, J Shier, G Fazekas, A McPherson, C Saitis
Frontiers in Signal Processing 3, 1284100, 2024
42024
Disembodied timbres: a study on semantically prompted fm synthesis
B Hayes, C Saitis, G Fazekas
Journal of the Audio Engineering Society 70 (5), 373-391, 2022
32022
There’s more to timbre than musical instruments: semantic dimensions of FM sounds
B Hayes, C Saitis
Proceedings of the 2nd International Conference on Timbre (Timbre 2020), 69-72, 2020
32020
The responsibility problem in neural networks with unordered targets
B Hayes, C Saitis, G Fazekas
arXiv preprint arXiv:2304.09499, 2023
22023
Perceptual Similarities in Neural Timbre Embeddings
B Hayes, L Brosnahan, C Saitis, G Fazekas
DMRN+ 15: Digital Music Research Network One-day Workshop 2020, 2020
12020
Evidence for timbre space robustness to an uncontrolled online stimulus presentation
A Zacharakis, B Hayes, C Saitis, K Pastiadis
Proceedings of the 2nd International Conference on Timbre (Timbre 2020), 129-132, 2020
12020
AI (r) evolution--where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
G Bindi, N Demerlé, R Diaz, D Genova, A Golvet, B Hayes, J Huang, L Liu, ...
arXiv preprint arXiv:2310.18320, 2023
2023
DMRN+ 17: Digital Music Research Network One-day Workshop 2022
J Miller, D Lewis, Z Guo, Y Li, Y Ma, C Vahidi, H Boon, L Wolstanholme, ...
Centre for Digital Music-C4DM, 2022
2022
DMRN+ 16: Digital Music Research Network One-day Workshop 2021
S Grechin, B Banar, B Hayes, C Welham, T Pelinski, E Poliakov, Y Li, ...
Centre for Digital Music (C4DM), 2021
2021
Perceptual and semantic scaling of FM synthesis timbres: Common dimensions and the role of expertise
B Hayes, C Saitis, G Fazekas
ICMPC-ESCOM, 2021
2021
NASH: the Neural Audio Synthesis Hackathon
B Hayes, C Vahidi, C Saitis
Acoustic Representations for Perceptual Timbre Similarity
C Vahidi, B Hayes, C Saitis, G Fazekas
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Articles 1–15