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Ankur Gandhe
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2020 – today
- 2024
- [c37]Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) 2024: 4435-4446 - [c36]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-Yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. ICASSP 2024: 10316-10320 - [c35]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:
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. ICASSP 2024: 12856-12860 - [i25]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:
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks. CoRR abs/2401.02921 (2024) - [i24]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:
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition. CoRR abs/2401.10447 (2024) - [i23]Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR abs/2406.09618 (2024) - [i22]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Speech Recognition Rescoring with Large Speech-Text Foundation Models. CoRR abs/2409.16654 (2024) - 2023
- [c34]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU 2023: 1-7 - [c33]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:
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU 2023: 1-8 - [c32]Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris:
Robust Acoustic And Semantic Contextual Biasing In Neural Transducers For Speech Recognition. ICASSP 2023: 1-5 - [c31]Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko:
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers. ICASSP 2023: 1-5 - [c30]Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko:
On-the-Fly Text Retrieval for end-to-end ASR Adaptation. ICASSP 2023: 1-5 - [c29]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 366-370 - [c28]Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH 2023: 471-475 - [c27]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 4084-4088 - [c26]Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke:
Streaming Speech-to-Confusion Network Speech Recognition. INTERSPEECH 2023: 4099-4103 - [i21]Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko:
On-the-fly Text Retrieval for End-to-End ASR Adaptation. CoRR abs/2303.10942 (2023) - [i20]Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko:
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers. CoRR abs/2303.17131 (2023) - [i19]Xuandi Fu, Kanthashree Mysore Sathyendra, Ankur Gandhe, Jing Liu, Grant P. Strimel, Ross McGowan, Athanasios Mouchtaris:
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition. CoRR abs/2305.05271 (2023) - [i18]Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke:
Streaming Speech-to-Confusion Network Speech Recognition. CoRR abs/2306.03778 (2023) - [i17]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR abs/2307.06832 (2023) - [i16]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:
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR abs/2309.15223 (2023) - [i15]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. CoRR abs/2312.15316 (2023) - 2022
- [c25]Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. ICASSP 2022: 6117-6121 - [c24]Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko:
A Likelihood Ratio Based Domain Adaptation Method for E2E Models. ICASSP 2022: 6762-6766 - [c23]Prabhat Pandey, Sergio Duarte Torres, Ali Orkan Bayer, Ankur Gandhe, Volker Leutnant:
Lattention: Lattice-Attention in ASR Rescoring. ICASSP 2022: 7877-7881 - [c22]Bolaji Yusuf, Ankur Gandhe, Alex Sokolov:
Usted: Improving ASR with a Unified Speech and Text Encoder-Decoder. ICASSP 2022: 8297-8301 - [c21]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. INTERSPEECH 2022: 684-688 - [c20]Ting-Wei Wu, I-Fan Chen, Ankur Gandhe:
Learning to rank with BERT-based confidence models in ASR rescoring. INTERSPEECH 2022: 1651-1655 - [c19]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:
RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation. INTERSPEECH 2022: 4347-4351 - [i14]Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko:
A Likelihood Ratio based Domain Adaptation Method for E2E Models. CoRR abs/2201.03655 (2022) - [i13]Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT. CoRR abs/2202.01094 (2022) - [i12]Bolaji Yusuf, Ankur Gandhe, Alex Sokolov:
USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder. CoRR abs/2202.06045 (2022) - 2021
- [c18]Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe:
Attention-based Contextual Language Model Adaptation for Speech Recognition. ACL/IJCNLP (Findings) 2021: 1994-2003 - [c17]Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko:
Multi-Task Language Modeling for Improving Speech Recognition of Rare Words. ASRU 2021: 1087-1093 - [c16]Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
Personalization Strategies for End-to-End Speech Recognition Systems. ICASSP 2021: 7348-7352 - [c15]Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko:
Domain-Aware Neural Language Models for Speech Recognition. ICASSP 2021: 7373-7377 - [i11]Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko:
Domain-aware Neural Language Models for Speech Recognition. CoRR abs/2101.03229 (2021) - [i10]Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko:
Personalization Strategies for End-to-End Speech Recognition Systems. CoRR abs/2102.07739 (2021) - [i9]Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe:
Attention-based Contextual Language Model Adaptation for Speech Recognition. CoRR abs/2106.01451 (2021) - [i8]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Efficient domain adaptation of language models in ASR systems using Prompt-tuning. CoRR abs/2110.06502 (2021) - [i7]Prabhat Pandey, Sergio Duarte Torres, Ali Orkan Bayer, Ankur Gandhe, Volker Leutnant:
Lattention: Lattice-attention in ASR rescoring. CoRR abs/2111.10157 (2021) - [i6]Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff:
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. CoRR abs/2112.08718 (2021) - 2020
- [c14]Ankur Gandhe, Ariya Rastrow:
Audio-Attention Discriminative Language Model for ASR Rescoring. ICASSP 2020: 7944-7948 - [i5]Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko:
Multi-task Language Modeling for Improving Speech Recognition of Rare Words. CoRR abs/2011.11715 (2020) - [i4]Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko:
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion. CoRR abs/2012.00133 (2020)
2010 – 2019
- 2019
- [c13]Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Björn Hoffmeister:
Neural Text Normalization with Subword Units. NAACL-HLT (2) 2019: 190-196 - [i3]Ankur Gandhe, Ariya Rastrow:
Audio-attention discriminative language model for ASR rescoring. CoRR abs/1912.03363 (2019) - 2018
- [c12]Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow:
Contextual Language Model Adaptation for Conversational Agents. INTERSPEECH 2018: 3333-3337 - [c11]Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister:
Scalable Language Model Adaptation for Spoken Dialogue Systems. SLT 2018: 907-912 - [i2]Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow:
Contextual Language Model Adaptation for Conversational Agents. CoRR abs/1806.10215 (2018) - [i1]Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister:
Scalable language model adaptation for spoken dialogue systems. CoRR abs/1812.04647 (2018) - 2016
- [c10]Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister:
LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH 2016: 695-699 - 2015
- [c9]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:
Semi-supervised training in low-resource ASR and KWS. ICASSP 2015: 4699-4703 - 2014
- [c8]Ankur Gandhe, Florian Metze
Optimization of Neural Network Language Models for keyword search. ICASSP 2014: 4888-4892 - [c7]Ankur Gandhe, Florian Metze, Ian R. Lane:
Neural network language models for low resource languages. INTERSPEECH 2014: 2615-2619 - 2013
- [c6]Ankur Gandhe, Long Qin, Florian Metze
Using web text to improve keyword spotting in speech. ASRU 2013: 428-433 - [c5]Ankur Gandhe, Rashmi Gangadharaiah:
Hypothesis Refinement Using Agreement Constraints in Machine Translation. IJCNLP 2013: 429-437 - 2012
- [c4]Ankur Gandhe, Dinesh Raghu
Domain adaptive answer extraction for discussion boards. WWW (Companion Volume) 2012: 501-502 - 2011
- [c3]Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jirí Navrátil:
A Word Reordering Model for Improved Machine Translation. EMNLP 2011: 486-496 - [c2]Ankur Gandhe, Rashmi Gangadharaiah, Karthik Visweswariah, Ananthakrishnan Ramanathan:
Handling verb phrase morphology in highly inflected Indian languages for Machine Translation. IJCNLP 2011: 111-119 - [c1]Ananthakrishnan Ramanathan, Pushpak Bhattacharyya, Karthik Visweswariah, Kushal Ladha, Ankur Gandhe:
Clause-Based Reordering Constraints to Improve Statistical Machine Translation. IJCNLP 2011: 1351-1355
Coauthor Index
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last updated on 2024-10-22 20:12 CEST by the dblp team
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