Neil Zeghidour
Neil Zeghidour
Google Brain
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Fader networks: Manipulating images by sliding attributes
G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato
Advances in Neural Information Processing Systems, 2017
End-to-end speech recognition from the raw waveform
N Zeghidour, N Usunier, G Synnaeve, R Collobert, E Dupoux
Interspeech 2018, 2018
Fully convolutional speech recognition
N Zeghidour, Q Xu, V Liptchinsky, N Usunier, G Synnaeve, R Collobert
arXiv preprint arXiv:1812.06864, 2018
Learning Filterbanks from Raw Speech for Phone Recognition
N Zeghidour, N Usunier, I Kokkinos, T Schatz, G Synnaeve, E Dupoux
ICASSP 2018, 2017
Wavesplit: End-to-end speech separation by speaker clustering
N Zeghidour, D Grangier
arXiv preprint arXiv:2002.08933, 2020
Joint learning of speaker and phonetic similarities with siamese networks.
N Zeghidour, G Synnaeve, N Usunier, E Dupoux
INTERSPEECH, 1295-1299, 2016
A Deep Scattering Spectrum - Deep Siamese network Pipeline For Unsupervised Acoustic Modeling
N Zeghidour, G Synnaeve, M Versteegh, E Dupoux
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
Sing: Symbol-to-instrument neural generator
A Défossez, N Zeghidour, N Usunier, L Bottou, F Bach
Advances in Neural Information Processing Systems, 2018
Sampling strategies in siamese networks for unsupervised speech representation learning
R Riad, C Dancette, J Karadayi, N Zeghidour, T Schatz, E Dupoux
Interspeech 2018, 2018
To reverse the gradient or not: An empirical comparison of adversarial and multi-task learning in speech recognition
Y Adi, N Zeghidour, R Collobert, N Usunier, V Liptchinsky, G Synnaeve
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Plasma levels of eight different mediators and their potential as biomarkers of various clinical malaria conditions in African children
R Tahar, C Albergaria, N Zeghidour, VF Ngane, LK Basco, C Roussilhon
Malaria journal 15 (1), 1-15, 2016
Learning to detect dysarthria from raw speech
J Millet, N Zeghidour
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Learning weakly supervised multimodal phoneme embeddings
R Chaabouni, E Dunbar, N Zeghidour, E Dupoux
Interspeech 2017, 2017
Deep multi-class learning from label proportions
G Dulac-Arnold, N Zeghidour, M Cuturi, L Beyer, JP Vert
arXiv preprint arXiv:1905.12909, 2019
Contrastive Learning of General-Purpose Audio Representations
A Saeed, D Grangier, N Zeghidour
arXiv preprint arXiv:2010.10915, 2020
Learning representations of speech from the raw waveform
N Zeghidour
Paris Sciences et Lettres, 2019
Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering
A Saeed, D Grangier, O Pietquin, N Zeghidour
arXiv preprint arXiv:2010.13694, 2020
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking
AN Carr, Q Berthet, M Blondel, O Teboul, N Zeghidour
IEEE Signal Processing Letters, 2021
LEAF: A Learnable Frontend for Audio Classification
N Zeghidour, O Teboul, FC Quitry, M Tagliasacchi
ICLR 2021, 2021
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