Krishna C. Puvvada

35 papers A* 2A 2C 2Misc 8Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. ICASSP He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
2025	—	`conf`	NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model. ACL (6) Yen-Ting Lin, Zhehuai Chen, Piotr Zelasko, Zhen Wan, Xuesong Yang, Zih-Ching Chen, Krishna C. Puvvada, Ke Hu, Szu-Wei Fu, Jun Wei Chiu, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Chao-Han Huck Yang
2025	J	`jnl`	SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling. CoRR Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serrano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg
2025	A*	`conf`	SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling. EMNLP Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg
2025	A*	`conf`	Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems. ICML Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg
2025	C	`conf`	Training and Inference Efficiency of Encoder-Decoder Speech Models. ASRU Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Travis M. Bartley, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Training and Inference Efficiency of Encoder-Decoder Speech Models. CoRR Piotr Zelasko, Kunal Dhawan, Daniel Galvez, Krishna C. Puvvada, Ankita Pasad, Nithin Rao Koluguri, Ke Hu, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	—	`conf`	VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. NAACL (Long Papers) Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg
2025	A	`conf`	Word Level Timestamp Generation for Automatic Speech Recognition and Translation. INTERSPEECH Ke Hu, Krishna C. Puvvada, Elena Rastorgueva, Zhehuai Chen, He Huang, Shuoyang Ding, Kunal Dhawan, Hainan Xu, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Word Level Timestamp Generation for Automatic Speech Recognition and Translation. CoRR Ke Hu, Krishna C. Puvvada, Elena Rastorgueva, Zhehuai Chen, He Huang, Shuoyang Ding, Kunal Dhawan, Hainan Xu, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	BESTOW: Efficient and Streamable Speech Language Model with the Best of Two Worlds in GPT and T5. CoRR Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024	—	`conf`	Bestow: Efficient and Streamable Speech Language Model with The Best of Two Worlds in GPT and T5. SLT Zhehuai Chen, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Nithin Rao Koluguri, Piotr Zelasko, Jagadeesh Balam, Boris Ginsburg
2024	Misc	`conf`	Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. ICASSP Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. INTERSPEECH 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
2024	J	`jnl`	Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR 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
2024	Misc	`conf`	Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer. ICASSP Maxime Burchi, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg, Radu Timofte
2024	J	`jnl`	Multilingual Audio-Visual Speech Recognition with Hybrid CTC/RNN-T Fast Conformer. CoRR Maxime Burchi, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg, Radu Timofte
2024	J	`jnl`	NEST: Self-supervised Fast Conformer as All-purpose Seasoning to Speech Processing Tasks. CoRR He Huang, Taejin Park, Kunal Dhawan, Ivan Medennikov, Krishna C. Puvvada, Nithin Rao Koluguri, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	NeKo: Toward Post Recognition Generative Correction Large Language Models with Task-Oriented Experts. CoRR Yen-Ting Lin, Chao-Han Huck Yang, Zhehuai Chen, Piotr Zelasko, Xuesong Yang, Zih-Ching Chen, Krishna C. Puvvada, Szu-Wei Fu, Ke Hu, Jun Wei Chiu, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang
2024	—	`conf`	Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR. SLT Weiqing Wang, Kunal Dhawan, Taejin Park, Krishna C. Puvvada, Ivan Medennikov, Somshubra Majumdar, He Huang, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR. CoRR Weiqing Wang, Kunal Dhawan, Taejin Park, Krishna C. Puvvada, Ivan Medennikov, Somshubra Majumdar, He Huang, Jagadeesh Balam, Boris Ginsburg
2024	Misc	`conf`	SALM: Speech-Augmented Language Model with in-Context Learning for Speech Recognition and Translation. ICASSP Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens. CoRR Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning. CoRR Yifan Peng, Krishna C. Puvvada, Zhehuai Chen, Piotr Zelasko, He Huang, Kunal Dhawan, Ke Hu, Shinji Watanabe, Jagadeesh Balam, Boris Ginsburg
2023	Misc	`conf`	Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models. ICASSP Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg
2023	Misc	`conf`	Conformer-Based Target-Speaker Automatic Speech Recognition For Single-Channel Audio. ICASSP Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio. CoRR Yang Zhang, Krishna C. Puvvada, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition. CoRR Krishna C. Puvvada, Nithin Rao Koluguri, Kunal Dhawan, Jagadeesh Balam, Boris Ginsburg
2023	C	`conf`	Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation. CoRR Zhehuai Chen, He Huang, Andrei Andrusenko, Oleksii Hrinchuk, Krishna C. Puvvada, Jason Li, Subhankar Ghosh, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	The CHiME-7 Challenge: System Description and Performance of NeMo Team's DASR System. CoRR Taejin Park, He Huang, Ante Jukic, Kunal Dhawan, Krishna C. Puvvada, Nithin Rao Koluguri, Nikolay Karpov, Aleksandr Laptev, Jagadeesh Balam, Boris Ginsburg
2022	J	`jnl`	Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models. CoRR Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg
2021	Misc	`conf`	Unsupervised and Semi-Supervised Few-Shot Acoustic Event Classification. ICASSP Hsin-Ping Huang, Krishna C. Puvvada, Ming Sun, Chao Wang
2020	Misc	`conf`	Few-Shot Acoustic Event Detection Via Meta Learning. ICASSP Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang
2020	J	`jnl`	Few-shot acoustic event detection via meta-learning. CoRR Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang