Nithin Rao Koluguri

42 papers A* 1A 8C 2Misc 7Journal 22Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST. CoRR Monica Sekoyan, Nithin Rao Koluguri, Nune Tadevosyan, Piotr Zelasko, Travis M. Bartley, Nikolay Karpov, Jagadeesh Balam, Boris Ginsburg
2025	A	`conf`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. INTERSPEECH Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg
2025	J	`jnl`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. CoRR Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg
2025	Misc	`conf`	META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. ICASSP Jinhan Wang, Weiqing Wang, Kunal Dhawan, Taejin Park, Myungjong Kim, Ivan Medennikov, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	Misc	`conf`	NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. ICASSP He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation. CoRR Vaibhav Srivastav, Steven Zheng, Eric Bezzam, Eustache Le Bihan, Nithin Rao Koluguri, Piotr Zelasko, Somshubra Majumdar, Adel Moumen, Sanchit Gandhi
2025	A*	`conf`	Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems. ICML Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg
2025	A	`conf`	Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. INTERSPEECH Weiqing Wang, Taejin Park, Ivan Medennikov, Jinhan Wang, Kunal Dhawan, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. CoRR Weiqing Wang, Taejin Park, Ivan Medennikov, Jinhan Wang, Kunal Dhawan, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	C	`conf`	Training and Inference Efficiency of Encoder-Decoder Speech Models. ASRU Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Travis M. Bartley, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Training and Inference Efficiency of Encoder-Decoder Speech Models. CoRR Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5. CoRR Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024	—	`conf`	Bestow: Efficient and Streamable Speech Language Model with The Best of Two Worlds in GPT and T5. SLT Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. INTERSPEECH Kunal Dhawan, Nithin Rao Koluguri, Ante Jukic, Ryan Langman, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. CoRR Kunal Dhawan, Nithin Rao Koluguri, Ante Jukic, Ryan Langman, Jagadeesh Balam, Boris Ginsburg
2024	Misc	`conf`	Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. ICASSP Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
2024	Misc	`conf`	Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. ICASSP Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam
2024	Misc	`conf`	Investigating End-to-End ASR Architectures for Long Form Audio Transcription. ICASSP Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. INTERSPEECH Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024	—	`conf`	Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. SLT Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024	J	`jnl`	Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. CoRR Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024	J	`jnl`	META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. CoRR Jinhan Wang, Weiqing Wang, Kunal Dhawan, Taejin Park, Myungjong Kim, Ivan Medennikov, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. CoRR He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens. CoRR Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg
2023	A	`conf`	A Compact End-to-End Model with Local and Global Context for Spoken Language Identification. INTERSPEECH Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. CoRR Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. CoRR Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam
2023	C	`conf`	Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Investigating End-to-End ASR Architectures for Long Form Audio Transcription. CoRR Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. CoRR Taejin Park, He Huang, Coleman Hooper, Nithin Rao Koluguri, Kunal Dhawan, Ante Jukic, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. CoRR Taejin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Rao Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg
2022	J	`jnl`	AmberNet: A Compact End-to-End Model for Spoken Language Identification. CoRR Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	A	`conf`	Multi-scale Speaker Diarization with Dynamic Scale Weighting. INTERSPEECH Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	J	`jnl`	Multi-scale Speaker Diarization with Dynamic Scale Weighting. CoRR Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	A	`conf`	NeMo Open Source Speaker Diarization System. INTERSPEECH Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg
2022	Misc	`conf`	TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. ICASSP Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
2021	J	`jnl`	TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context. CoRR Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
2020	Misc	`conf`	Meta-Learning for Robust Child-Adult Classification from Speech. ICASSP Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth Narayanan
2019	A	`conf`	Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis. INTERSPEECH Suhas B. N., Deep Patel, Nithin Rao Koluguri, Yamini Belur, Pradeep Reddy, Atchayaram Nalini, Ravi Yadav, Dipanjan Gope, Prasanta Kumar Ghosh
2019	J	`jnl`	Meta-learning for robust child-adult classification from speech. CoRR Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth S. Narayanan
2017	J	`jnl`	Spectrogram Enhancement Using Multiple Window Savitzky-Golay (MWSG) Filter for Robust Bird Sound Detection. IEEE ACM Trans. Audio Speech Lang. Process. Nithin Rao Koluguri, G. Nisha Meenakshi, Prasanta Kumar Ghosh