Spectrogram Enhancement Using Multiple Window Savitzky-Golay (MWSG) Filter for Robust Bird Sound Detection. - Nithin Rao Koluguri; G. Nisha Meenakshi; Prasanta Kumar Ghosh (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis. - Suhas B. N.; Deep Patel; Nithin Rao Koluguri; Yamini Belur; Pradeep Reddy; Atchayaram Nalini; Ravi Yadav; Dipanjan Gope; Prasanta Kumar Ghosh (INTERSPEECH, 2019)

Meta-Learning for Robust Child-Adult Classification from Speech. - Nithin Rao Koluguri; Manoj Kumar 007; So Hyun Kim; Catherine Lord; Shrikanth Narayanan (ICASSP, 2020)

TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. - Nithin Rao Koluguri; Taejin Park; Boris Ginsburg (ICASSP, 2022)

Multi-scale Speaker Diarization with Dynamic Scale Weighting. - Taejin Park; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2022)

NeMo Open Source Speaker Diarization System. - Taejin Park; Nithin Rao Koluguri; Fei Jia; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 2022)

AmberNet: A Compact End-to-End Model for Spoken Language Identification. - Fei Jia; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (CoRR, 2022)

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)

A Compact End-to-End Model with Local and Global Context for Spoken Language Identification. - Fei Jia; Nithin Rao Koluguri; Jagadeesh Balam; Boris Ginsburg (INTERSPEECH, 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)

Investigating End-to-End ASR Architectures for Long Form Audio Transcription. - Nithin Rao Koluguri; Samuel Kriman; Georgy Zelenfroind; Somshubra Majumdar; Dima Rekesh; Vahid Noroozi; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. - Taejin Park; Kunal Dhawan; Nithin Rao Koluguri; Jagadeesh Balam (ICASSP, 2024)

Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. - Krishna C. Puvvada; Nithin Rao Koluguri; Kunal Dhawan; Jagadeesh Balam; Boris Ginsburg (ICASSP, 2024)

Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. - Kunal Dhawan; Nithin Rao Koluguri; Ante Jukic; Ryan Langman; Jagadeesh Balam; Boris Ginsburg (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)

Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. - Nithin Rao Koluguri; Travis M. Bartley; Hainan Xu; Oleksii Hrinchuk; Jagadeesh Balam; Boris Ginsburg; Georg Kucsko (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)

Training and Inference Efficiency of Encoder-Decoder Speech Models. - Piotr Zelasko; Kunal Dhawan; Daniel Galvez; Krishna C. Puvvada; Ankita Pasad; Nithin Rao Koluguri; Ke Hu; Vitaly Lavrukhin; Jagadeesh Balam; Boris Ginsburg (CoRR, 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)

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)