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Sub-8-bit quantization for on-device speech recognition: a regularization-free approach


Oct 17, 2022
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

* Accepted for publication at IEEE SLT'22 

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ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition


Sep 29, 2022
Martin Radfar, Rohit Barnwal, Rupak Vignesh Swaminathan, Feng-Ju Chang, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris

* This paper was presented in Interspeech 2022 

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Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition


Jun 30, 2022
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow

* Accepted for publication in INTERSPEECH 2022 

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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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Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding


Dec 13, 2021
Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel

* ASRU2021 

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