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A neural prosody encoder for end-ro-end dialogue act classification


May 11, 2022
Kai Wei, Dillon Knox, Martin Radfar, Thanh Tran, Markus Muller, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris, Maurizio Omologo


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Context-Aware Transformer Transducer for Speech Recognition


Nov 05, 2021
Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann

* Accepted to ASRU 2021 

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Multi-Channel Transformer Transducer for Speech Recognition


Aug 30, 2021
Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo

* Published in INTERSPEECH 2021 

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DiPCo -- Dinner Party Corpus


Sep 30, 2019
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas


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Automatic context window composition for distant speech recognition


May 26, 2018
Mirco Ravanelli, Maurizio Omologo

* This is a preprint version of the paper published on Speech Communication Journal, 2018. Please see https://www.sciencedirect.com/science/article/pii/S0167639318300128 for the published version of this article 

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Light Gated Recurrent Units for Speech Recognition


Mar 26, 2018
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio

* IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, no. 2, pp. 92-102, April 2018 
* Copyright 2018 IEEE 

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Contaminated speech training methods for robust DNN-HMM distant speech recognition


Oct 10, 2017
Mirco Ravanelli, Maurizio Omologo

* INTERSPEECH 2015 

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The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments


Oct 06, 2017
Mirco Ravanelli, Maurizio Omologo

* ASRU 2015 

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Improving speech recognition by revising gated recurrent units


Sep 29, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio


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Batch-normalized joint training for DNN-based distant speech recognition


Mar 24, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio

* arXiv admin note: text overlap with arXiv:1703.08002 

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A network of deep neural networks for distant speech recognition


Mar 23, 2017
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio


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