Nithin Rao Koluguri

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Speech Recognition

Speaker Diarization

Amyotrophic Lateral Sclerosis

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR (2024)
Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5. CoRR (2024)
Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. ICASSP (2024)
Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
Investigating End-to-End ASR Architectures for Long Form Audio Transcription. ICASSP (2024)
Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. ICASSP (2024)
Kunal Dhawan, Nithin Rao Koluguri, Ante Jukic, Ryan Langman, Jagadeesh Balam, Boris Ginsburg
Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. CoRR (2024)
Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification. INTERSPEECH (2023)
Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. CoRR (2023)
Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. CoRR (2023)
Taejin Park, He Huang, Coleman Hooper, Nithin Rao Koluguri, Kunal Dhawan, Ante Jukic, Jagadeesh Balam, Boris Ginsburg
Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. CoRR (2023)
Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU (2023)
Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
Investigating End-to-End ASR Architectures for Long Form Audio Transcription. CoRR (2023)
Taejin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Rao Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg
The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. CoRR (2023)
Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg
NeMo Open Source Speaker Diarization System. INTERSPEECH (2022)
Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
Multi-scale Speaker Diarization with Dynamic Scale Weighting. CoRR (2022)
Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
AmberNet: A Compact End-to-End Model for Spoken Language Identification. CoRR (2022)
Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
Multi-scale Speaker Diarization with Dynamic Scale Weighting. INTERSPEECH (2022)
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. ICASSP (2022)
Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context. CoRR (2021)
Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth Narayanan
Meta-Learning for Robust Child-Adult Classification from Speech. ICASSP (2020)
Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth S. Narayanan
Meta-learning for robust child-adult classification from speech. CoRR (2019)
Suhas B. N., Deep Patel, Nithin Rao Koluguri, Yamini Belur, Pradeep Reddy, Atchayaram Nalini, Ravi Yadav, Dipanjan Gope, Prasanta Kumar Ghosh
Comparison of Speech Tasks and Recording Devices for Voice Based Automatic Classification of Healthy Subjects and Patients with Amyotrophic Lateral Sclerosis. INTERSPEECH (2019)
Nithin Rao Koluguri, G. Nisha Meenakshi, Prasanta Kumar Ghosh
Spectrogram Enhancement Using Multiple Window Savitzky-Golay (MWSG) Filter for Robust Bird Sound Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)