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Mirco Ravanelli
Mirco Ravanelli
Concordia University, Université de Montréal, Mila Quebec AI Institute
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Speaker recognition from raw waveform with sincnet
M Ravanelli, Y Bengio
2018 IEEE spoken language technology workshop (SLT), 1021-1028, 2018
10112018
SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
8402021
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
7052021
Light gated recurrent units for speech recognition
M Ravanelli, P Brakel, M Omologo, Y Bengio
IEEE Transactions on Emerging Topics in Computational Intelligence 2 (2), 92-102, 2018
4612018
Speech model pre-training for end-to-end spoken language understanding
L Lugosch, M Ravanelli, P Ignoto, VS Tomar, Y Bengio
arXiv preprint arXiv:1904.03670, 2019
3902019
Multi-task self-supervised learning for robust speech recognition
M Ravanelli, J Zhong, S Pascual, P Swietojanski, J Monteiro, J Trmal, ...
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
3462020
The pytorch-kaldi speech recognition toolkit
M Ravanelli, T Parcollet, Y Bengio
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
3072019
Learning problem-agnostic speech representations from multiple self-supervised tasks
S Pascual, M Ravanelli, J Serra, A Bonafonte, Y Bengio
arXiv preprint arXiv:1904.03416, 2019
2852019
Metricgan+: An improved version of metricgan for speech enhancement
SW Fu, C Yu, TA Hsieh, P Plantinga, M Ravanelli, X Lu, Y Tsao
arXiv preprint arXiv:2104.03538, 2021
2582021
Quaternion recurrent neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ...
arXiv preprint arXiv:1806.04418, 2018
1792018
Interpretable convolutional filters with sincnet
M Ravanelli, Y Bengio
arXiv preprint arXiv:1811.09725, 2018
1552018
Samuele Cornell
M Ravanelli, T Parcollet, P Plantinga, A Rouhe
Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan …, 2021
1412021
ECAPA-TDNN embeddings for speaker diarization
N Dawalatabad, M Ravanelli, F Grondin, J Thienpondt, B Desplanques, ...
arXiv preprint arXiv:2104.01466, 2021
1292021
Learning speaker representations with mutual information
M Ravanelli, Y Bengio
arXiv preprint arXiv:1812.00271, 2018
1082018
The DIRHA simulated corpus.
L Cristoforetti, M Ravanelli, M Omologo, A Sosi, A Abad, M Hagmüller, ...
LREC, 2629-2634, 2014
972014
Improving speech recognition by revising gated recurrent units
M Ravanelli, P Brakel, M Omologo, Y Bengio
arXiv preprint arXiv:1710.00641, 2017
722017
The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments
M Ravanelli, L Cristoforetti, R Gretter, M Pellin, A Sosi, M Omologo
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015
652015
Exploring self-attention mechanisms for speech separation
C Subakan, M Ravanelli, S Cornell, F Grondin, M Bronzi
IEEE/ACM Transactions on Audio, Speech, and Language Processing 31, 2169-2180, 2023
54*2023
Speech and speaker recognition from raw waveform with sincnet
M Ravanelli, Y Bengio
arXiv preprint arXiv:1812.05920, 2018
532018
MetricGAN-U: Unsupervised speech enhancement/dereverberation based only on noisy/reverberated speech
SW Fu, C Yu, KH Hung, M Ravanelli, Y Tsao
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
522022
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