Ivan Bulyko

67 papers A 10C 6Misc 15Journal 25Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback.
ACL (1)
Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko
2025 C conf
Group Relative Policy Optimization for Speech Recognition.
ASRU
Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ivan Bulyko
2025 J jnl
Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards.
CoRR
Jiajun Fan, Roger Ren, Jingyuan Li, Rahul Pandey, Prashanth Gurunath Shivakumar, Ivan Bulyko, Ankur Gandhe, Ge Liu, Yile Gu
2025 Misc conf
Speech Recognition Rescoring with Large Speech-Text Foundation Models.
ICASSP
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback.
CoRR
Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko
2024 J jnl
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.
CoRR
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
2024 — conf
Multi-Modal Retrieval For Large Language Model Based Speech Recognition.
ACL (Findings)
Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Multi-Modal Retrieval For Large Language Model Based Speech Recognition.
CoRR
Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko
2024 Misc conf
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue.
ICASSP
Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko
2024 J jnl
Speech Recognition Rescoring with Large Speech-Text Foundation Models.
CoRR
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2024 J jnl
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks.
CoRR
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
2024 Misc conf
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.
ICASSP
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
2023 C conf
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models.
ASRU
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 A conf
Distillation Strategies for Discriminative Speech Recognition Rescoring.
INTERSPEECH
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 C conf
Generative Speech Recognition Error Correction With Large Language Models and Task-Activating Prompting.
ASRU
Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke
2023 J jnl
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting.
CoRR
Chao-Han Huck Yang, Yile Gu, Yi-Chieh Liu, Shalini Ghosh, Ivan Bulyko, Andreas Stolcke
2023 C conf
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
ASRU
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
2023 J jnl
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
CoRR
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
2023 Misc conf
On-the-Fly Text Retrieval for end-to-end ASR Adaptation.
ICASSP
Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko
2023 J jnl
On-the-fly Text Retrieval for End-to-End ASR Adaptation.
CoRR
Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko
2023 J jnl
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers.
CoRR
Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023 J jnl
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue.
CoRR
Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko
2023 A conf
Personalization for BERT-based Discriminative Speech Recognition Rescoring.
INTERSPEECH
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 J jnl
Personalization for BERT-based Discriminative Speech Recognition Rescoring.
CoRR
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2023 Misc conf
Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers.
ICASSP
Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko
2023 A conf
Scaling Laws for Discriminative Speech Recognition Rescoring Models.
INTERSPEECH
Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
2022 Misc conf
A Likelihood Ratio Based Domain Adaptation Method for E2E Models.
ICASSP
Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko
2022 J jnl
A Likelihood Ratio based Domain Adaptation Method for E2E Models.
CoRR
Chhavi Choudhury, Ankur Gandhe, Xiaohan Ding, Ivan Bulyko
2022 Misc conf
Mitigating Closed-Model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition.
ICASSP
Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko
2022 J jnl
Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition.
CoRR
Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko
2022 Misc conf
RescoreBERT: Discriminative Speech Recognition Rescoring With Bert.
ICASSP
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2022 J jnl
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT.
CoRR
Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021 A conf
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation.
Interspeech
Scott Novotney, Yile Gu, Ivan Bulyko
2021 — conf
Attention-based Contextual Language Model Adaptation for Speech Recognition.
ACL/IJCNLP (Findings)
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
2021 J jnl
Attention-based Contextual Language Model Adaptation for Speech Recognition.
CoRR
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe
2021 Misc conf
Domain-Aware Neural Language Models for Speech Recognition.
ICASSP
Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
2021 J jnl
Domain-aware Neural Language Models for Speech Recognition.
CoRR
Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko
2021 C conf
Multi-Task Language Modeling for Improving Speech Recognition of Rare Words.
ASRU
Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko
2021 Misc conf
Personalization Strategies for End-to-End Speech Recognition Systems.
ICASSP
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021 J jnl
Personalization Strategies for End-to-End Speech Recognition Systems.
CoRR
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko
2021 J jnl
Towards Continual Entity Learning in Language Models for Conversational Agents.
CoRR
Ravi Teja Gadde, Ivan Bulyko
2020 J jnl
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion.
CoRR
Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko
2020 J jnl
Multi-task Language Modeling for Improving Speech Recognition of Rare Words.
CoRR
Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko
2014 Misc conf
Normalizationofphonetic keyword search scores.
ICASSP
Damianos G. Karakos, Ivan Bulyko, Richard M. Schwartz, Stavros Tsakalidis, Long Nguyen, John Makhoul
2013 C conf
Score normalization and system combination for improved keyword spotting.
ASRU
Damianos G. Karakos, Richard M. Schwartz, Stavros Tsakalidis, Le Zhang, Shivesh Ranjan, Tim Ng, Roger Hsiao, Guruprasad Saikumar, Ivan Bulyko, Long Nguyen, John Makhoul, Frantisek Grézl, Mirko Hannemann, Martin Karafiát, Igor Szöke, Karel Veselý, Lori Lamel, Viet Bac Le
2012 Misc conf
Detection of unseen words in conversational Mandarin.
ICASSP
Ivan Bulyko, Owen Kimball, Man-Hung Siu, Jose Herrero, Dan Blum
2012 A conf
Semi-Supervised Methods for Improving Keyword Search of Unseen Terms.
INTERSPEECH
Scott Novotney, Ivan Bulyko, Richard M. Schwartz, Sanjeev Khudanpur, Owen Kimball
2012 A conf
Subword speech recognition for detection of unseen words.
INTERSPEECH
Ivan Bulyko, Jose Herrero, Chris Mihelich, Owen Kimball
2010 — conf
Improved named entity extraction from conversational speech with language model adaptation.
SLT
Man-Hung Siu, Ted Vessenes, Ivan Bulyko, Owen Kimball
2010 Misc conf
Pashto speech recognition with limited pronunciation lexicon.
ICASSP
Rohit Prasad, Stavros Tsakalidis, Ivan Bulyko, Chia-Lin Kao, Prem Natarajan
2010 A conf
Speech recognizer optimization under speed constraints.
INTERSPEECH
Ivan Bulyko
2007 — conf
Integrating Speech Recognition and Machine Translation.
ICASSP (4)
Spyros Matsoukas, Ivan Bulyko, Bing Xiang, Kham Nguyen, Richard M. Schwartz, John Makhoul
2007 — conf
Language Model Adaptation in Machine Translation from Speech.
ICASSP (4)
Ivan Bulyko, Spyros Matsoukas, Richard M. Schwartz, Long Nguyen, John Makhoul
2007 J jnl
Web resources for language modeling in conversational speech recognition.
ACM Trans. Speech Lang. Process.
Ivan Bulyko, Mari Ostendorf, Man-Hung Siu, Tim Ng, Andreas Stolcke, Özgür Çetin
2005 J jnl
Error-correction detection and response generation in a spoken dialogue system.
Speech Commun.
Ivan Bulyko, Katrin Kirchhoff, Mari Ostendorf, J. Goldberg
2005 A conf
The effects of speech recognition and punctuation on information extraction performance.
INTERSPEECH
John Makhoul, Alex Baron, Ivan Bulyko, Long Nguyen, Lance A. Ramshaw, David Stallard, Richard M. Schwartz, Bing Xiang
2005 — conf
Web-Data Augmented Language Models for Mandarin Conversational Speech Recognition.
ICASSP (1)
Tim Ng, Mari Ostendorf, Mei-Yuh Hwang, Man-Hung Siu, Ivan Bulyko, Xin Lei
2004 J jnl
Adaptive language modeling with varied sources to cover new vocabulary items.
IEEE Trans. Speech Audio Process.
Sarah E. Schwarm, Ivan Bulyko, Mari Ostendorf
2004 A conf
From switchboard to meetings: development of the 2004 ICSI-SRI-UW meeting recognition system.
INTERSPEECH
Andreas Stolcke, Chuck Wooters, Ivan Bulyko, Martin Graciarena, Scott Otterson, Barbara Peskin, Mari Ostendorf, David Gelbart, Nikki Mirghafori, Tuomo W. Pirinen
2004 — conf
Progress on Mandarin conversational telephone speech recognition.
ISCSLP
Mei-Yuh Hwang, Xin Lei, Tim Ng, Ivan Bulyko, Mari Ostendorf, Andreas Stolcke, Wen Wang, Jing Zheng, Venkata Ramana Rao Gadde, Martin Graciarena, Man-Hung Siu, Yan Huang
2004 — conf
The 2004 ICSI-SRI-UW Meeting Recognition System.
MLMI
Chuck Wooters, Nikki Mirghafori, Andreas Stolcke, Tuomo W. Pirinen, Ivan Bulyko, David Gelbart, Martin Graciarena, Scott Otterson, Barbara Peskin, Mari Ostendorf
2003 — conf
Getting More Mileage from Web Text Sources for Conversational Speech Language Modeling using Class-Dependent Mixtures.
HLT-NAACL
Ivan Bulyko, Mari Ostendorf, Andreas Stolcke
2002 J jnl
Efficient integrated response generation from multiple targets using weighted finite state transducers.
Comput. Speech Lang.
Ivan Bulyko, Mari Ostendorf
2002 Misc conf
Robust splicing costs and efficient search with BMM Models for concatenative speech synthesis.
ICASSP
Ivan Bulyko, Mari Ostendorf, Jeff A. Bilmes
2001 Misc conf
Joint prosody prediction and unit selection for concatenative speech synthesis.
ICASSP
Ivan Bulyko, Mari Ostendorf
2001 A conf
Unit selection for speech synthesis using splicing costs with weighted finite state transducers.
INTERSPEECH
Ivan Bulyko, Mari Ostendorf
1999 — conf
Predicting gradient F0 variation: pitch range and accent prominence.
EUROSPEECH
Ivan Bulyko, Mari Ostendorf