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Samuele Cornell
Samuele Cornell
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Year
SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
2042021
Attention is all you need in speech separation
C Subakan, M Ravanelli, S Cornell, M Bronzi, J Zhong
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech andá…, 2021
1712021
Librimix: An open-source dataset for generalizable speech separation
J Cosentino, M Pariente, S Cornell, A Deleforge, E Vincent
arXiv preprint arXiv:2005.11262, 2020
1032020
Asteroid: the PyTorch-based audio source separation toolkit for researchers
M Pariente, S Cornell, J Cosentino, S Sivasankaran, E Tzinis, ...
arXiv preprint arXiv:2005.04132, 2020
1002020
Filterbank design for end-to-end speech separation
M Pariente, S Cornell, A Deleforge, E Vincent
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech andá…, 2020
532020
Detecting and counting overlapping speakers in distant speech scenarios
S Cornell, M Omologo, S Squartini, E Vincent
INTERSPEECH 2020, 2020
212020
Speechbrain
M Ravanelli, T Parcollet, A Rouhe, P Plantinga, E Rastorgueva, ...
GitHub repository, 2021
172021
The impact of non-target events in synthetic soundscapes for sound event detection
F Ronchini, R Serizel, N Turpault, S Cornell
arXiv preprint arXiv:2109.14061, 2021
82021
The speed submission to DIHARD II: Contributions & lessons learned
M Sahidullah, J Patino, S Cornell, R Yin, S Sivasankaran, H Bredin, ...
arXiv preprint arXiv:1911.02388, 2019
82019
Overlapped speech detection and speaker counting using distant microphone arrays
S Cornell, M Omologo, S Squartini, E Vincent
Computer Speech & Language 72, 101306, 2022
72022
TF-GridNet: Making time-frequency domain models great again for monaural speaker separation
ZQ Wang, S Cornell, S Choi, Y Lee, BY Kim, S Watanabe
arXiv preprint arXiv:2209.03952, 2022
62022
The univpm-inria systems for the dcase 2020 task 4
S Cornell, G Pepe, E Principi, M Pariente, M Olvera, L Gabrielli, ...
Proc. Workshop Detection Classification Acoust. Scenes Events, 2020
62020
ESPnet-SE++: Speech enhancement for robust speech recognition, translation, and understanding
YJ Lu, X Chang, C Li, W Zhang, S Cornell, Z Ni, Y Masuyama, B Yan, ...
arXiv preprint arXiv:2207.09514, 2022
52022
Towards low-distortion multi-channel speech enhancement: The ESPNet-SE submission to the L3DAS22 challenge
YJ Lu, S Cornell, X Chang, W Zhang, C Li, Z Ni, ZQ Wang, S Watanabe
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech andá…, 2022
52022
Domain-adversarial training and trainable parallel front-end for the dcase 2020 task 4 sound event detection challenge
S Cornell, M Olvera, M Pariente, G Pepe, E Principi, L Gabrielli, ...
DCASE 2020-5th Workshop on Detection and Classification of Acoustic Scenesá…, 2020
52020
SpeechBrain: A general-purpose speech toolkit. arXiv 2021
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 0
5
REAL-M: Towards speech separation on real mixtures
C Subakan, M Ravanelli, S Cornell, F Grondin
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech andá…, 2022
42022
On using transformers for speech-separation
C Subakan, M Ravanelli, S Cornell, F Grondin, M Bronzi
arXiv preprint arXiv:2202.02884, 2022
42022
Resource-efficient separation transformer
C Subakan, M Ravanelli, S Cornell, F Lepoutre, F Grondin
arXiv preprint arXiv:2206.09507, 2022
32022
Learning filterbanks for end-to-end acoustic beamforming
S Cornell, M Pariente, F Grondin, S Squartini
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech andá…, 2022
32022
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