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USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder



Bolaji Yusuf , Ankur Gandhe , Alex Sokolov

* 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022) 

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RescoreBERT: Discriminative Speech Recognition Rescoring with BERT



Liyan Xu , Yile Gu , Jari Kolehmainen , Haidar Khan , Ankur Gandhe , Ariya Rastrow , Andreas Stolcke , Ivan Bulyko

* Accepted to ICASSP 2022 

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A Likelihood Ratio based Domain Adaptation Method for E2E Models



Chhavi Choudhury , Ankur Gandhe , Xiaohan Ding , Ivan Bulyko

* Submitted to ICASSP 2022 

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Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems



Saket Dingliwal , Ashish Shenoy , Sravan Bodapati , Ankur Gandhe , Ravi Teja Gadde , Katrin Kirchhoff

* 4 pages ICASSP submission 

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Lattention: Lattice-attention in ASR rescoring



Prabhat Pandey , Sergio Duarte Torres , Ali Orkan Bayer , Ankur Gandhe , Volker Leutnant

* Submitted to ICASSP 2022 

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Prompt-tuning in ASR systems for efficient domain-adaptation



Saket Dingliwal , Ashish Shenoy , Sravan Bodapati , Ankur Gandhe , Ravi Teja Gadde , Katrin Kirchhoff

* WeCNLP 2021 camera-ready 

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Efficient domain adaptation of language models in ASR systems using Prompt-tuning



Saket Dingliwal , Ashish Shenoy , Sravan Bodapati , Ankur Gandhe , Ravi Teja Gadde , Katrin Kirchhoff

* WeCNLP accepted version 

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Attention-based Contextual Language Model Adaptation for Speech Recognition



Richard Diehl Martinez , Scott Novotney , Ivan Bulyko , Ariya Rastrow , Andreas Stolcke , Ankur Gandhe


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Personalization Strategies for End-to-End Speech Recognition Systems



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



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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