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Samuele Cornell
Samuele Cornell
Dirección de correo verificada de pm.univpm.it
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SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
1432021
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 and …, 2021
1162021
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
912020
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
912020
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 and …, 2020
512020
Detecting and counting overlapping speakers in distant speech scenarios
S Cornell, M Omologo, S Squartini, E Vincent
INTERSPEECH 2020, 2020
172020
Speechbrain
M Ravanelli, T Parcollet, A Rouhe, P Plantinga, E Rastorgueva, ...
GitHub repository, 2021
132021
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
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
62021
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 Scenes …, 2020
62020
The univpm-inria systems for the dcase 2020 task 4
S Cornell, G Pepe, E Principi, M Pariente, M Olvera, L Gabrielli, ...
DCASE2020 Challenge, Tech. Rep., 2020
62020
Overlapped speech detection and speaker counting using distant microphone arrays
S Cornell, M Omologo, S Squartini, E Vincent
Computer Speech & Language 72, 101306, 2022
42022
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 and …, 2022
32022
Task-aware separation for the DCASE 2020 task 4 sound event detection and separation challenge
S Cornell, M Olvera, M Pariente, G Pepe, E Principi, L Gabrielli, ...
DCASE 2020-5th Workshop on Detection and Classification of Acoustic Scenes …, 2020
32020
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 and …, 2022
22022
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
12022
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 and …, 2022
12022
Speechbrain: A general-purpose speech toolkit
T Parcollet, M Ravanelli, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
12022
Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection
S Cornell, T Balestri, T Sénéchal
arXiv preprint arXiv:2111.10639, 2021
12021
Graph-based Representation of Audio signals for Sound Event Classification
C Aironi, S Cornell, E Principi, S Squartini
2021 29th European Signal Processing Conference (EUSIPCO), 566-570, 2021
12021
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