Nithin Rao Koluguri

According to our database, Nithin Rao Koluguri authored at least 21 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens.

Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg

CoRR, 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

CoRR, 2024

NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks.

He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg

CoRR, 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

CoRR, 2024

BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5.

Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data.

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

CoRR, 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

Proceedings of the IEEE International Conference on Acoustics, 2024

Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach.

Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System.

Taejin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Rao Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg

CoRR, 2023

Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation.

Taejin Park, He Huang, Coleman Hooper, Nithin Rao Koluguri, Kunal Dhawan, Ante Jukic, Jagadeesh Balam, Boris Ginsburg

CoRR, 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

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition.

Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

AmberNet: A Compact End-to-End Model for Spoken Language Identification.

Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg

CoRR, 2022

NeMo Open Source Speaker Diarization System.

Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Multi-scale Speaker Diarization with Dynamic Scale Weighting.

Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context.

Nithin Rao Koluguri, Taejin Park, Boris Ginsburg

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Meta-Learning for Robust Child-Adult Classification from Speech.

Nithin Rao Koluguri, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth Narayanan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2017

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