Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. - Dima Rekesh; Nithin Rao Koluguri; Samuel Kriman; Somshubra Majumdar; Vahid Noroozi; He Huang 012; Oleksii Hrinchuk; Krishna C. Puvvada; Ankur Kumar; Jagadeesh Balam; Boris Ginsburg (ASRU, 2023)

Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. - Hainan Xu; Fei Jia; Somshubra Majumdar; He Huang 012; Shinji Watanabe 001; Boris Ginsburg (ICML, 2023)

Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. - He Huang 012; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2023)

Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. - Dima Rekesh; Samuel Kriman; Somshubra Majumdar; Vahid Noroozi; He Huang 012; Oleksii Hrinchuk; Ankur Kumar; Boris Ginsburg (CoRR, 2023)

Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. - Taejin Park; He Huang 012; Coleman Hooper; Nithin Rao Koluguri; Kunal Dhawan; Ante Jukic; Jagadeesh Balam; Boris Ginsburg (CoRR, 2023)

The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. - Taejin Park; He Huang 012; Ante Jukic; Kunal Dhawan; Krishna C. Puvvada; Nithin Rao Koluguri; Nikolay Karpov; Aleksandr Laptev; Jagadeesh Balam; Boris Ginsburg (CoRR, 2023)

SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. - Zhehuai Chen; He Huang 012; Andrei Andrusenko; Oleksii Hrinchuk; Krishna C. Puvvada; Jason Li; Subhankar Ghosh; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. - Ke-Han Lu; Zhehuai Chen; Szu-Wei Fu; He Huang 012; Boris Ginsburg; Yu-Chiang Frank Wang; Hung-yi Lee (INTERSPEECH, 2024)

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. - Krishna C. Puvvada; Piotr Zelasko; He Huang 012; Oleksii Hrinchuk; Nithin Rao Koluguri; Kunal Dhawan; Somshubra Majumdar; Elena Rastorgueva; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2024)

Bestow: Efficient and Streamable Speech Language Model with The Best of Two Worlds in GPT and T5. - Zhehuai Chen; He Huang 012; Oleksii Hrinchuk; Krishna C. Puvvada; Nithin Rao Koluguri; Piotr Zelasko; Jagadeesh Balam; Boris Ginsburg (SLT, 2024)

Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR. - Weiqing Wang; Kunal Dhawan; Taejin Park; Krishna C. Puvvada; Ivan Medennikov; Somshubra Majumdar; He Huang 012; Jagadeesh Balam; Boris Ginsburg (SLT, 2024)

Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens. - Taejin Park; Ivan Medennikov; Kunal Dhawan; Weiqing Wang; He Huang 012; Nithin Rao Koluguri; Krishna C. Puvvada; Jagadeesh Balam; Boris Ginsburg (CoRR, 2024)

NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. - He Huang 012; Taejin Park; Kunal Dhawan; Ivan Medennikov; Krishna C. Puvvada; Nithin Rao Koluguri; Weiqing Wang; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2025)

META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. - Jinhan Wang; Weiqing Wang; Kunal Dhawan; Taejin Park; Myungjong Kim; Ivan Medennikov; He Huang 012; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2025)

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. - Yifan Peng 003; Krishna C. Puvvada; Zhehuai Chen; Piotr Zelasko; He Huang 012; Kunal Dhawan; Ke Hu; Shinji Watanabe 001; Jagadeesh Balam; Boris Ginsburg (NAACL (Long Papers), 2025)

Granary: Speech Recognition and Translation Dataset in 25 European Languages. - Nithin Rao Koluguri; Monica Sekoyan; George Zelenfroynd; Sasha Meister; Shuoyang Ding; Sofia Kostandian; He Huang 012; Nikolay Karpov; Jagadeesh Balam; Vitaly Lavrukhin; Yifan Peng 003; Sara Papi; et al. (CoRR, 2025)

Word Level Timestamp Generation for Automatic Speech Recognition and Translation. - Ke Hu; Krishna C. Puvvada; Elena Rastorgueva; Zhehuai Chen; He Huang 012; Shuoyang Ding; Kunal Dhawan; Hainan Xu; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. - Weiqing Wang; Taejin Park; Ivan Medennikov; Jinhan Wang; Kunal Dhawan; He Huang 012; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)

Recent Trends in Distant Conversational Speech Recognition: A Review of CHiME-7 and 8 DASR Challenges. - Samuele Cornell; Christoph Boeddeker; Taejin Park; He Huang 012; Desh Raj; Matthew Wiesner; Yoshiki Masuyama; Xuankai Chang; Zhongqiu Wang 001; Stefano Squartini; Paola García 001; Shinji Watanabe 001 (CoRR, 2025)

Streaming Sortformer: Speaker Cache-Based Online Speaker Diarization with Arrival-Time Ordering. - Ivan Medennikov; Taejin Park; Weiqing Wang; He Huang 012; Kunal Dhawan; Jinhan Wang; Jagadeesh Balam; Boris Ginsburg (CoRR, 2025)