Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Alec Wright"'
Publikováno v:
EURASIP Journal on Audio, Speech, and Music Processing, Vol 2024, Iss 1, Pp 1-13 (2024)
Abstract This work studies neural modeling of nonlinear parametric audio circuits, focusing on how the diversity of settings of the target device user controls seen during training affects network generalization. To study the problem, a large corpus
Externí odkaz:
https://doaj.org/article/98f90b37e59047ba956c87a582edb185
Autor:
Arielle Hall, Tatiana Fontelonga, Alec Wright, Katlynn Bugda Gwilt, Jeffrey Widrick, Alessandra Pasut, Francesco Villa, Cynthia K. Miranti, Devin Gibbs, Evan Jiang, Hui Meng, Michael W. Lawlor, Emanuela Gussoni
Publikováno v:
Skeletal Muscle, Vol 10, Iss 1, Pp 1-16 (2020)
Abstract Background Tetraspanins are a family of proteins known to assemble protein complexes at the cell membrane. They are thought to play diverse cellular functions in tissues by modifying protein-binding partners, thus bringing complexity and div
Externí odkaz:
https://doaj.org/article/3dac91810cb3428f9d10e9a5c0d545d7
Publikováno v:
Applied Sciences, Vol 10, Iss 3, p 766 (2020)
This article investigates the use of deep neural networks for black-box modelling of audio distortion circuits, such as guitar amplifiers and distortion pedals. Both a feedforward network, based on the WaveNet model, and a recurrent neural network mo
Externí odkaz:
https://doaj.org/article/8b656def159c434093de564c9ff6c719
Publikováno v:
Südholt, D, Wright, A, Erkut, C & Välimäki, V 2023, ' Pruning Deep Neural Network Models of Guitar Distortion Effects ', IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, no. 99, 9954902, pp. 256–264 . https://doi.org/10.1109/taslp.2022.3223257
Publisher Copyright: Author Deep neural networks have been successfully used in the task of black-box modeling of analog audio effects such as distortion. Improving the processing speed and memory requirements of the inference step is desirable to al
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f5651b0ab4611b120862bac8673b88a5
https://vbn.aau.dk/ws/files/506491931/Pruning_Deep_Neural_Network_Models_of_Guitar_Distortion_Effects.pdf
https://vbn.aau.dk/ws/files/506491931/Pruning_Deep_Neural_Network_Models_of_Guitar_Distortion_Effects.pdf
Autor:
Katlynn Bugda Gwilt, Michael W. Lawlor, Alessandra Pasut, Emanuela Gussoni, Devin E. Gibbs, Arielle Hall, Evan Jiang, Alec Wright, Hui Meng, Tatiana Fontelonga, Cindy K. Miranti, Francesco Villa, Jeffrey J. Widrick
Publikováno v:
Skeletal Muscle, Vol 10, Iss 1, Pp 1-16 (2020)
Skeletal Muscle
Skeletal Muscle
Background Tetraspanins are a family of proteins known to assemble protein complexes at the cell membrane. They are thought to play diverse cellular functions in tissues by modifying protein-binding partners, thus bringing complexity and diversity in
Autor:
Tara Daly, Andrew Lindsley, Christina Hung, Olaf Bodamer, Emanuela Gussoni, Arielle Hall, Tatiana Fontelonga, Caitlin Schafer, Alec Wright, Sarah J. Potter
Publikováno v:
The FASEB Journal. 35
Kabuki syndrome (KS) is a rare genetic disorder caused primarily by mutations in the histone modifier genes KMT2D and KDM6A. The genes have broad temporal and spatial expression in many organs, resulting in complex phenotypes observed in KS patients.
Autor:
Alec Wright, Vesa Välimäki
This article further explores a previously proposed gray-box neural network approach to modeling LFO (low-frequency oscillator) modulated time-varying audio effects. The network inputs are both the unprocessed audio and LFO signal. This allows the LF
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::061e046399caf03cf381863a00b81381
https://aaltodoc.aalto.fi/handle/123456789/110168
https://aaltodoc.aalto.fi/handle/123456789/110168
Autor:
Andrea Clemente, Julie A. Morrissey, Gianluca Li Puma, Jeremy J. Ramsden, Felipe Iza, Alec Wright, Danish J. Malik
Publikováno v:
Journal of Photochemistry and Photobiology B: Biology. 193:131-139
The aim of this study was to evaluate the bactericidal effect of reactive oxygen species (ROS) generated upon irradiation of photocatalytic TiO2 surface coatings using low levels of UVA and the consequent killing of Staphylococcus aureus. The role of
Autor:
Alec Wright, Vesa Valimaki
Publikováno v:
Aalto University
This paper proposes a grey-box neural network based approach to modelling LFO modulated time-varying effects. The neural network model receives both the unprocessed audio, as well as the LFO signal, as input. This allows complete control over the mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::48fe017b219df994cd1807175e1b870b
https://aaltodoc.aalto.fi/handle/123456789/46948
https://aaltodoc.aalto.fi/handle/123456789/46948
Publikováno v:
Applied Sciences
Volume 10
Issue 3
Applied Sciences, Vol 10, Iss 3, p 766 (2020)
Volume 10
Issue 3
Applied Sciences, Vol 10, Iss 3, p 766 (2020)
This article investigates the use of deep neural networks for black-box modelling of audio distortion circuits, such as guitar amplifiers and distortion pedals. Both a feedforward network, based on the WaveNet model, and a recurrent neural network mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6d43a324d3df6affdd5a185a28b88e08
https://aaltodoc.aalto.fi/handle/123456789/43739
https://aaltodoc.aalto.fi/handle/123456789/43739