Mitigating Closed-Model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition. - Chao-Han Huck Yang; Zeeshan Ahmed; Yile Gu; Joseph Szurley; Roger Ren; Linda Liu; Andreas Stolcke; Ivan Bulyko (ICASSP, 2022)

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; et al. (ASRU, 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 (ICASSP, 2023)

Hot-Fixing Wake Word Recognition for End-to-End ASR Via Neural Model Reprogramming. - Pin-Jui Ku; I-Fan Chen; Chao-Han Huck Yang; Anirudh Raju; Pranav Dheram; Pegah Ghahremani; Brian King; Jing Liu; Roger Ren; Phani Sankar Nidadavolu (ICASSP, 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; et al. (CoRR, 2024)