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Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection


Nov 20, 2021
Samuele Cornell, Thomas Balestri, Thibaud Sénéchal

* Submitted to ICASSP 2022 

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Learning Filterbanks for End-to-End Acoustic Beamforming


Nov 08, 2021
Samuele Cornell, Manuel Pariente, François Grondin, Stefano Squartini


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REAL-M: Towards Speech Separation on Real Mixtures


Oct 20, 2021
Cem Subakan, Mirco Ravanelli, Samuele Cornell, François Grondin

* Submitted to ICASSP 2022 

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The impact of non-target events in synthetic soundscapes for sound event detection


Sep 28, 2021
Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell


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SpeechBrain: A General-Purpose Speech Toolkit


Jun 08, 2021
Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio

* Preprint 

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Learning to Rank Microphones for Distant Speech Recognition


Apr 13, 2021
Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini


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Attention is All You Need in Speech Separation


Oct 25, 2020
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, Jianyuan Zhong

* Submitted to ICASSP 2021 

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The Speed Submission to DIHARD II: Contributions & Lessons Learned


Nov 06, 2019
Md Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas Evans, Sébastien Marcel, Stefano Squartini, Claude Barras


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Filterbank design for end-to-end speech separation


Oct 23, 2019
Manuel Pariente, Samuele Cornell, Antoine Deleforge, Emmanuel Vincent

* Submitted to ICASSP 2020 

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