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Ankur Gandhe

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

39

Venues

8

Active years

2011–2025

Best venue rank

A*

Where they publish

Papers

39 indexed papers, newest first.

YearVenueTitleAuthors
2025ACLAlign-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
2025ASRUGroup Relative Policy Optimization for Speech Recognition.Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ivan Bulyko
2025ICASSPSpeech Recognition Rescoring with Large Speech-Text Foundation Models.Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024ACLMulti-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
2024ICASSPTowards 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
2024ICASSPParalinguistics-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
2023ASRUDiscriminative Speech Recognition Rescoring With Pre-Trained Language Models.Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023ASRULow-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
2023ICASSPRobust 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
2023ICASSPProcter: 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
2023ICASSPOn-the-Fly Text Retrieval for end-to-end ASR Adaptation.Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko
2023InterspeechStreaming Speech-to-Confusion Network Speech Recognition.Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke
2023InterspeechScaling Laws for Discriminative Speech Recognition Rescoring Models.Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023InterspeechPersonalization for BERT-based Discriminative Speech Recognition Rescoring.Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023InterspeechDistillation Strategies for Discriminative Speech Recognition Rescoring.Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2022ICASSPA Likelihood Ratio Based Domain Adaptation Method for E2E Models.Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko
2022ICASSPLattention: Lattice-Attention in ASR Rescoring.Prabhat Pandey, Sergio Duarte Torres, Ali Orkan Bayer, Ankur Gandhe, Volker Leutnant
2022ICASSPRescoreBERT: Discriminative Speech Recognition Rescoring With Bert.Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2022ICASSPUsted: Improving ASR with a Unified Speech and Text Encoder-Decoder.Bolaji Yusuf, Ankur Gandhe, Alex Sokolov
2022InterspeechDomain Prompts: Towards memory and compute efficient domain adaptation of ASR systems.Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
2022InterspeechRefTextLAS: 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
2022InterspeechLearning to rank with BERT-based confidence models in ASR rescoring.Ting-Wei Wu, I-Fan Chen, Ankur Gandhe
2021ACLAttention-based Contextual Language Model Adaptation for Speech Recognition.Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
2021ASRUMulti-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
2021ICASSPPersonalization 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
2021ICASSPDomain-Aware Neural Language Models for Speech Recognition.Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
2020ICASSPAudio-Attention Discriminative Language Model for ASR Rescoring.Ankur Gandhe, Ariya Rastrow
2019NAACLNeural Text Normalization with Subword Units.Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Bjrn Hoffmeister
2018InterspeechContextual Language Model Adaptation for Conversational Agents.Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow
2016InterspeechLatticeRnn: Recurrent Neural Networks Over Lattices.Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Bjrn Hoffmeister
2015ICASSPSemi-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 Stker, Markus Mller
2014ICASSPOptimization of Neural Network Language Models for keyword search.Ankur Gandhe, Florian Metze, Alex Waibel, Ian R. Lane
2014InterspeechNeural network language models for low resource languages.Ankur Gandhe, Florian Metze, Ian R. Lane
2013ASRUUsing web text to improve keyword spotting in speech.Ankur Gandhe, Long Qin, Florian Metze, Alexander I. Rudnicky, Ian R. Lane, Matthias Eck
2013IJCNLPHypothesis Refinement Using Agreement Constraints in Machine Translation.Ankur Gandhe, Rashmi Gangadharaiah
2012WWWDomain adaptive answer extraction for discussion boards.Ankur Gandhe, Dinesh Raghu, Rose Catherine
2011EMNLPA Word Reordering Model for Improved Machine Translation.Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe, Ananthakrishnan Ramanathan, Jir Navrtil
2011IJCNLPHandling verb phrase morphology in highly inflected Indian languages for Machine Translation.Ankur Gandhe, Rashmi Gangadharaiah, Karthik Visweswariah, Ananthakrishnan Ramanathan
2011IJCNLPClause-Based Reordering Constraints to Improve Statistical Machine Translation.Ananthakrishnan Ramanathan, Pushpak Bhattacharyya, Karthik Visweswariah, Kushal Ladha, Ankur Gandhe