Nithin Rao Koluguri

According to our database, Nithin Rao Koluguri authored at least 13 papers between 2017 and 2023.

Collaborative distances:

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

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

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

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

CoRR, 2023

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

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

CoRR, 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 Interspeech 2022, 2022

Multi-scale Speaker Diarization with Dynamic Scale Weighting.

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

Proceedings of the Interspeech 2022, 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 Interspeech 2019, 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