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Samuele Cornell

ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding

Jul 19, 2022
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe

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* To appear in Interspeech 2022

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Resource-Efficient Separation Transformer

Jun 19, 2022
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Frédéric Lepoutre, François Grondin

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* Submitted to IEEE Signal Processing Letters

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Conversational Speech Separation: an Evaluation Study for Streaming Applications

May 31, 2022
Giovanni Morrone, Samuele Cornell, Enrico Zovato, Alessio Brutti, Stefano Squartini

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* Audio Engineering Society Convention 152, May 2022, The Hague, Netherlands

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Leveraging Speech Separation for Conversational Telephone Speaker Diarization

Apr 05, 2022
Giovanni Morrone, Samuele Cornell, Desh Raj, Enrico Zovato, Alessio Brutti, Stefano Squartini

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* Submitted to INTERSPEECH 2022

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Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge

Feb 24, 2022
Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe

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* to be published in IEEE ICASSP 2022

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On Using Transformers for Speech-Separation

Feb 06, 2022
Cem Subakan, Mirco Ravanelli, Samuele Cornell, Francois Grondin, Mirko Bronzi

* arXiv admin note: text overlap with arXiv:2010.13154

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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

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* 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

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* Submitted to ICASSP 2022

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