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Contextual Adapters for Personalized Speech Recognition in Neural Transducers


May 26, 2022
Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann

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* Accepted at ICASSP 2022 

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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

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* 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

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* Published in 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

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* TSD2021 

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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

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* 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

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* 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

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* 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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