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Athanasios Mouchtaris

Alexa Machine Learning, Amazon, USA

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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FANS: Fusing ASR and NLU for on-device SLU


Oct 31, 2021
Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow

* Published in Interspeech 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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End-to-End Spoken Language Understanding for Generalized Voice Assistants


Jun 16, 2021
Michael Saxon, Samridhi Choudhary, Joseph P. McKenna, Athanasios Mouchtaris

* Accepted to Interspeech 2021; 5 pages, 2 tables, 1 figure 

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CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition


Jun 14, 2021
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris

* Accepted at InterSpeech 2021 

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Exploiting Large-scale Teacher-Student Training for On-device Acoustic Models


Jun 11, 2021
Jing Liu, Rupak Vignesh Swaminathan, Sree Hari Krishnan Parthasarathi, Chunchuan Lyu, Athanasios Mouchtaris, Siegfried Kunzmann

* TSD2021 

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Sparsification via Compressed Sensing for Automatic Speech Recognition


Feb 09, 2021
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow, .

* 5 pages, accepted for publication in (ICASSP 2021) 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing. June 6-12, 2021. Location: Toronto, ON, Canada 

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End-to-End Multi-Channel Transformer for Speech Recognition


Feb 08, 2021
Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian King, Siegfried Kunzmann

* Accepted by 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021) 

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Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding


Nov 18, 2020
Bhuvan Agrawal, Markus Müller, Martin Radfar, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann

* 7 pages, 6 figures 

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End-to-End Neural Transformer Based Spoken Language Understanding


Aug 12, 2020
Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann

* Interspeech 2020 

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Semantic Complexity in End-to-End Spoken Language Understanding


Aug 06, 2020
Joseph P. McKenna, Samridhi Choudhary, Michael Saxon, Grant P. Strimel, Athanasios Mouchtaris

* Accepted at Interspeech, 2020 

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Streaming End-to-End Bilingual ASR Systems with Joint Language Identification


Jul 08, 2020
Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann


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Convolutional Neural Networks for Video Quality Assessment


Sep 26, 2018
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo

* Number of Pages: 12, Number of Figures: 17, Submitted to: Signal Processing: Image Communication (Elsevier) 

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