Ivan Bulyko

Amazon (United States) — United States

Computer Science · Physical Sciences

16h-index904citations72works1.42yr avg
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Research Topics

Speech Recognition and Synthesis(57), Natural Language Processing Techniques(42), Topic Modeling(33), Speech and dialogue systems(24), Speech and Audio Processing(17)

Publications72 total

Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
arXiv (Cornell University)·2025Open Access
Group Relative Policy Optimization for Speech Recognition
arXiv (Cornell University)·2025Open Access
Speech Recognition Rescoring with Large Speech-Text Foundation Models
2025
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback
2025· 2 citedOpen Access
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback
arXiv (Cornell University)·2024Open Access
Speech Recognition Rescoring with Large Speech-Text Foundation Models
arXiv (Cornell University)·2024Open Access
Multi-Modal Retrieval For Large Language Model Based Speech Recognition
arXiv (Cornell University)·2024Open Access
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
2024· 9 cited
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks
2024· 5 cited
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition
arXiv (Cornell University)·2024Open Access
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks
arXiv (Cornell University)·2024Open Access
Multi-Modal Retrieval For Large Language Model Based Speech Recognition
2024· 1 citedOpen Access
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
arXiv (Cornell University)·2023· 1 citedOpen Access
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition
2023· 31 cited
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models
2023· 1 cited
Generative Speech Recognition Error Correction With Large Language Models and Task-Activating Prompting
2023· 34 cited
Discriminative Speech Recognition Rescoring with Pre-trained Language Models
arXiv (Cornell University)·2023Open Access
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting
arXiv (Cornell University)·2023· 2 citedOpen Access
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition
arXiv (Cornell University)·2023· 3 citedOpen Access
Distillation Strategies for Discriminative Speech Recognition Rescoring
2023· 3 cited
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Frequent Co-authors

Yile Gu(20), Ankur Gandhe(18), Mari Ostendorf(17), Andreas Stolcke(16), Prashanth Gurunath Shivakumar(11), Ariya Rastrow(10), Jari Kolehmainen(8), Chao-Han Huck Yang(8), Aditya Gourav(8), Shalini Ghosh(7), Denis Filimonov(6), John Makhoul(5), Linda Liu(5), Richard Schwartz(4), Man-Hung Siu(4), Yi-Chieh Liu(4), Guan-Ting Lin(4), Hung-yi Lee(4), Stavros Tsakalidis(3), Qi Luo(3)