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Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition


Feb 17, 2022
Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko

* Accepted to ICASSP 2022 

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Personalization Strategies for End-to-End Speech Recognition Systems


Feb 15, 2021
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

* 5 pages, 5 tables, 1 figure 

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Domain-aware Neural Language Models for Speech Recognition


Jan 05, 2021
Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko

* language modeling, second-pass rescoring, domain adaptation, automatic speech recognition 

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Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion


Nov 30, 2020
Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko


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Multi-task Language Modeling for Improving Speech Recognition of Rare Words


Nov 25, 2020
Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko

* Submitted to ICASSP 2021 

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Contextual Language Model Adaptation for Conversational Agents


Jul 31, 2018
Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow

* Interspeech 2018 (accepted) 

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