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End-to-End Spoken Language Understanding using RNN-Transducer ASR


Jul 08, 2021
Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow


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Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End


May 14, 2021
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo


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Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding


Feb 12, 2021
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke

* Proc. IEEE ICASSP 2021 

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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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Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces


Aug 14, 2020
Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow

* Proceedings of INTERSPEECH 

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Scalable Multi Corpora Neural Language Models for ASR


Jul 02, 2019
Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow

* Interspeech 2019 (accepted: oral) 

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Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning


Jan 11, 2019
Ladislav Mošner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Kenichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister


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Data Augmentation for Robust Keyword Spotting under Playback Interference


Aug 01, 2018
Anirudh Raju, Sankaran Panchapagesan, Xing Liu, Arindam Mandal, Nikko Strom


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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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On Evaluating and Comparing Conversational Agents


Jan 11, 2018
Anu Venkatesh, Chandra Khatri, Ashwin Ram, Fenfei Guo, Raefer Gabriel, Ashish Nagar, Rohit Prasad, Ming Cheng, Behnam Hedayatnia, Angeliki Metallinou, Rahul Goel, Shaohua Yang, Anirudh Raju

* NIPS.Workshop.ConversationalAI 2017-12-08 http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html accessed 2018-01-01 
* 10 pages, 5 tables. NIPS 2017 Conversational AI workshop. http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html 

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Topic-based Evaluation for Conversational Bots


Jan 11, 2018
Fenfei Guo, Angeliki Metallinou, Chandra Khatri, Anirudh Raju, Anu Venkatesh, Ashwin Ram

* Nips.Workshop.ConversationalAI 2017-12-08 
* 10 Pages, 2 figures, 9 tables. NIPS 2017 Conversational AI workshop paper. http://alborz-geramifard.com/workshops/nips17-Conversational-AI/Main.html 

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Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting


May 05, 2017
Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni

* Spoken Language Technology Workshop (SLT), 2016 IEEE (pp. 474-480). IEEE 

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