Ankur Gandhe

According to our database, Ankur Gandhe authored at least 42 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback.

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko

CoRR, 2024

Speech Recognition Rescoring with Large Speech-Text Foundation Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

CoRR, 2024

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Tuan Dinh, Sungho Ryu, Jari Kolehmainen, Roger Ren, Denis Filimonov, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Jia Xu, Ivan Bulyko, Andreas Stolcke

CoRR, 2024

Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue.

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-Yi Lee, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.

Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Modal Retrieval For Large Language Model Based Speech Recognition.

Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Distillation Strategies for Discriminative Speech Recognition Rescoring.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Personalization for BERT-based Discriminative Speech Recognition Rescoring.

Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Scaling Laws for Discriminative Speech Recognition Rescoring Models.

Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Streaming Speech-to-Confusion Network Speech Recognition.

Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

On-the-Fly Text Retrieval for end-to-end ASR Adaptation.

Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2023

Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers.

Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition.

Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2023

Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Discriminative Speech Recognition Rescoring With Pre-Trained Language Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Learning to rank with BERT-based confidence models in ASR rescoring.

Ting-Wei Wu, I-Fan Chen, Ankur Gandhe

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation.

Phani Sankar Nidadavolu, Na Xu, Nick Jutila, Ravi Teja Gadde, Aswarth Abhilash Dara, Joseph Savold, Sapan Patel, Aaron Hoff, Veerdhawal Pande, Kevin Crews, Ankur Gandhe, Ariya Rastrow, Roland Maas

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

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

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

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

Bolaji Yusuf, Ankur Gandhe, Alex Sokolov

Proceedings of the IEEE International Conference on Acoustics, 2022

RescoreBERT: Discriminative Speech Recognition Rescoring With Bert.

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

Proceedings of the IEEE International Conference on Acoustics, 2022

Lattention: Lattice-Attention in ASR Rescoring.

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

Proceedings of the IEEE International Conference on Acoustics, 2022

A Likelihood Ratio Based Domain Adaptation Method for E2E Models.

Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

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

CoRR, 2021

Domain-Aware Neural Language Models for Speech Recognition.

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

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-Task Language Modeling for Improving Speech Recognition of Rare Words.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Attention-based Contextual Language Model Adaptation for Speech Recognition.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

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

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

CoRR, 2020

Audio-Attention Discriminative Language Model for ASR Rescoring.

Ankur Gandhe, Ariya Rastrow

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Neural Text Normalization with Subword Units.

Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Björn Hoffmeister

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Scalable Language Model Adaptation for Spoken Dialogue Systems.

Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Contextual Language Model Adaptation for Conversational Agents.

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

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2016

LatticeRnn: Recurrent Neural Networks Over Lattices.

Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Semi-supervised training in low-resource ASR and KWS.

Florian Metze, Ankur Gandhe, Yajie Miao, Zaid Sheikh, Yun Wang, Di Xu, Hao Zhang, Jungsuk Kim, Ian R. Lane, Wonkyum Lee, Sebastian Stüker, Markus Müller

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Neural network language models for low resource languages.

Ankur Gandhe, Florian Metze, Ian R. Lane

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Optimization of Neural Network Language Models for keyword search.

Ankur Gandhe, Florian Metze, Alex Waibel, Ian R. Lane

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Hypothesis Refinement Using Agreement Constraints in Machine Translation.

Ankur Gandhe, Rashmi Gangadharaiah

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Using web text to improve keyword spotting in speech.

Ankur Gandhe, Long Qin, Florian Metze, Alexander I. Rudnicky, Ian R. Lane, Matthias Eck

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Domain adaptive answer extraction for discussion boards.

Ankur Gandhe, Dinesh Raghu, Rose Catherine

Proceedings of the 21st World Wide Web Conference, 2012

2011

Clause-Based Reordering Constraints to Improve Statistical Machine Translation.

Ananthakrishnan Ramanathan, Pushpak Bhattacharyya, Karthik Visweswariah, Kushal Ladha, Ankur Gandhe

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Handling verb phrase morphology in highly inflected Indian languages for Machine Translation.

Ankur Gandhe, Rashmi Gangadharaiah, Karthik Visweswariah, Ananthakrishnan Ramanathan

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

A Word Reordering Model for Improved Machine Translation.

Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jirí Navrátil

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011