Jagadeesh Balam

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 32

Top Topics

Speech Recognition

Speaker Diarization

Top Venues

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)
Maxime Burchi, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg, Radu Timofte
Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer. ICASSP (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)
Somshubra Majumdar, Vahid Noroozi, Sean Narenthiran, Aleksander Ficek, Jagadeesh Balam, Boris Ginsburg
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models. CoRR (2024)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. ICASSP (2024)
Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition. ICASSP (2024)
Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. ICASSP (2024)
Maxime Burchi, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg, Radu Timofte
Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer. CoRR (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)
Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. CoRR (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)
Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR (2023)
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)
He Huang, Jagadeesh Balam, Boris Ginsburg
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. INTERSPEECH (2023)
Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition. CoRR (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)
Ante Jukic, Jagadeesh Balam, Boris Ginsburg
Flexible Multichannel Speech Enhancement for Noise-Robust Frontend. WASPAA (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)
He Huang, Jagadeesh Balam, Boris Ginsburg
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. 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)
Jian Luo, Jianzong Wang, Ning Cheng, Edward Xiao, Jing Xiao, Georg Kucsko, Patrick K. O'Neill, Jagadeesh Balam, Slyne Deng, Adriana Flores, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Jason Li
Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. ICME (2021)
Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko
SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. Interspeech (2021)
Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg
CarneliNet: Neural Mixture Model for Automatic Speech Recognition. CoRR (2021)
Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko
SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition. CoRR (2021)
Jagadeesh Balam, Jerry D. Gibson
A Transcoding-Free Multiple Description Coder for Voice over Mobile Ad-Hoc Networks. WCNC (2008)
Jagadeesh Balam, Jerry D. Gibson
Two-Hop Two-Path Voice Communications Over a Mobile Ad-Hoc Network. GLOBECOM (2007)
Jagadeesh Balam, Jerry D. Gibson
Multiple Descriptions and Path Diversity for Voice Communications Over Wireless Mesh Networks. IEEE Trans. Multim. 9 (5) (2007)
Jagadeesh Balam, Jerry D. Gibson
Multiple descriptions and path diversity using the AMR-WB speech codec for voice communication over MANETs. IWCMC (2006)