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A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation


Sep 14, 2022
Tom O'Malley, Arun Narayanan, Quan Wang


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Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments


May 17, 2022
Joe Caroselli, Arun Narayanan, Yiteng Huang

* Submitted to IWAENC 2022 

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A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy


May 06, 2022
Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein

* Submitted to Interspeech 2022 

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Mask scalar prediction for improving robust automatic speech recognition


Apr 26, 2022
Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi

* Submitted to Interspeech 2022 

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Extracting Targeted Training Data from ASR Models, and How to Mitigate It


Apr 18, 2022
Ehsan Amid, Om Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays


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Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition


Apr 13, 2022
Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw

* Submitted to INTERSPEECH 2022 

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A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation


Nov 18, 2021
Tom O'Malley, Arun Narayanan, Quan Wang, Alex Park, James Walker, Nathan Howard

* Will appear in IEEE-ASRU 2021 

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SNRi Target Training for Joint Speech Enhancement and Recognition


Nov 01, 2021
Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani

* Submitted to ICASSP 2022 

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Cross-attention conformer for context modeling in speech enhancement for ASR


Oct 30, 2021
Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He

* Will appear in IEEE-ASRU 2021 

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Personalized Keyphrase Detection using Speaker and Environment Information


Apr 28, 2021
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng, Huang, Arun Narayanan, Ian McGraw


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