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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Mr Benjamin Hayes

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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, Hayes B, Huang J, Liu L 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 ),
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, Fazekas G ( 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, Saitis C, 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
Hayes B, Saitis C, Fazekas G ( 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, Fazekas G ( 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 . Editors: Ford, C, Dixon, S, Bort, A, Riley, J et al. , 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, Fazekas G ( 2021 ) . Neural Waveshaping Synthesis . Conference: Proceedings of the 22nd International Society for Music Information Retrieval ( Online ) from: 08/11/2021 to: 12/11/2021 ,
ZACHARAKIS A, Hayes B, Saitis C, Pastiadis K ( 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 .
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