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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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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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Remember the context! ASR slot error correction through memorization



Dhanush Bekal , Ashish Shenoy , Monica Sunkara , Sravan Bodapati , Katrin Kirchhoff

* 8 pages, 3 figures, 4 tables, Accepted to ASRU 2021 

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ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling



Ashish Shenoy , Sravan Bodapati , Katrin Kirchhoff

* Accepted at ACL-IJCNLP 2021 Workshop on e-Commerce and NLP (ECNLP) 

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"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents



Ashish Shenoy , Sravan Bodapati , Monica Sunkara , Srikanth Ronanki , Katrin Kirchhoff

* Submitted to Interspeech 2021. arXiv admin note: text overlap with arXiv:2103.10325 

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Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents



Ashish Shenoy , Sravan Bodapati , Katrin Kirchhoff

* 7 pages 

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Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning



Nilaksh Das , Sravan Bodapati , Monica Sunkara , Sundararajan Srinivasan , Duen Horng Chau


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Neural Inverse Text Normalization



Monica Sunkara , Chaitanya Shivade , Sravan Bodapati , Katrin Kirchhoff

* 5 pages, accepted to ICASSP 2021 

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