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Journal Articles
- 2020
[j2]Sreeram Ganji, Kunal Dhawan
, Rohit Sinha:
Novel textual features for language modeling of intra-sentential code-switching data. Comput. Speech Lang. 64: 101099 (2020)- 2019
- [j1]Ganji Sreeram, Kunal Dhawan, Rohit Sinha:
IITG-HingCoS corpus: A Hinglish code-switching database for automatic speech recognition. Speech Commun. 110: 76-89 (2019)
Conference and Workshop Papers
- 2024
- [c4]Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam:
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. ICASSP 2024: 10861-10865 - [c3]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: 12111-12115 - 2020
- [c2]Kunal Dhawan, Ganji Sreeram, Kumar Priyadarshi, Rohit Sinha:
Investigating Target Set Reduction for End-to-End Speech Recognition of Hindi-English Code-Switching Data. NCC 2020: 1-5 - [c1]Ganji Sreeram, Kunal Dhawan, Kumar Priyadarshi, Rohit Sinha:
Joint Language Identification of Code-Switching Speech using Attention-based E2E Network. SPCOM 2020: 1-5
Informal and Other Publications
- 2024
- [i18]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 abs/2406.19674 (2024) - [i17]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 abs/2407.03495 (2024) - [i16]He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg:
NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. CoRR abs/2408.13106 (2024) - [i15]Weiqing Wang, Kunal Dhawan, Taejin Park, Krishna C. Puvvada, Ivan Medennikov, Somshubra Majumdar, He Huang, Jagadeesh Balam, Boris Ginsburg:
Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR. CoRR abs/2409.01438 (2024) - [i14]Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg:
Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens. CoRR abs/2409.06656 (2024) - [i13]Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke:
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition. CoRR abs/2409.09785 (2024) - [i12]Jinhan Wang, Weiqing Wang, Kunal Dhawan, Taejin Park, Myungjong Kim, Ivan Medennikov, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg:
META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. CoRR abs/2409.12352 (2024) - [i11]Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg:
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. CoRR abs/2410.17485 (2024) - 2023
- [i10]Kunal Dhawan, Dima Rekesh, Boris Ginsburg:
Towards training Bilingual and Code-Switched Speech Recognition models from Monolingual data sources. CoRR abs/2306.08753 (2023) - [i9]Taejin Park, Kunal Dhawan, Nithin Rao Koluguri, Jagadeesh Balam:
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach. CoRR abs/2309.05248 (2023) - [i8]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 abs/2309.10922 (2023) - [i7]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 abs/2310.12371 (2023) - [i6]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 abs/2310.12378 (2023) - 2021
- [i5]Rahul Sharma, Kunal Dhawan, Balakrishna Pailla:
Phonetic Word Embeddings. CoRR abs/2109.14796 (2021) - 2019
- [i4]Sreeram Ganji, Kunal Dhawan, Kumar Priyadarshi, Rohit Sinha:
Joint Language Identification of Code-Switching Speech using Attention based E2E Network. CoRR abs/1907.06342 (2019) - [i3]Kunal Dhawan, Colin Vaz, Ruchir Travadi, Shrikanth S. Narayanan:
Towards Adapting NMF Dictionaries Using Total Variability Modeling for Noise-Robust Acoustic Features. CoRR abs/1907.06859 (2019) - [i2]Kunal Dhawan, Ganji Sreeram, Kumar Priyadarshi, Rohit Sinha:
Investigating Target Set Reduction for End-to-End Speech Recognition of Hindi-English Code-Switching Data. CoRR abs/1907.08293 (2019) - 2018
- [i1]Ganji Sreeram, Kunal Dhawan, Rohit Sinha:
Hindi-English Code-Switching Speech Corpus. CoRR abs/1810.00662 (2018)
Coauthor Index
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