Boris Ginsburg

209 papers A* 9A 38C 6Misc 24Journal 112Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception. CoRR Zhen Wan, Chao-Han Huck Yang, Jinchuan Tian, Hanrong Ye, Ankita Pasad, Szu-Wei Fu, Arushi Goel, Ryo Hachiuma, Shizhe Diao, Kunal Dhawan, Sreyan Ghosh, Yusuke Hirota, Zhehuai Chen, Rafael Valle, Ehsan Hosseini-Asl, Chenhui Chu, Shinji Watanabe, Yu-Chiang Frank Wang, Boris Ginsburg
2025	—	`conf`	Anticipating Future with Large Language Model for Simultaneous Machine Translation. NAACL (Long Papers) Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2025	J	`jnl`	Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST. CoRR Monica Sekoyan, Nithin Rao Koluguri, Nune Tadevosyan, Piotr Zelasko, Travis M. Bartley, Nikolay Karpov, Jagadeesh Balam, Boris Ginsburg
2025	Misc	`conf`	Chain-of-Thought Prompting for Speech Translation. ICASSP Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment. CoRR Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Sung-Feng Huang, Chih-Kai Yang, Chee-En Yu, Chun-Wei Chen, Wei-Chih Chen, Chien-yu Huang, Yi-Cheng Lin, Yu-Xiang Lin, Chi-An Fu, Chun-Yi Kuan, Wenze Ren, Xuanjun Chen, Wei-Ping Huang, En-Pei Hu, Tzu-Quan Lin, Yuan-Kuei Wu, Kuan-Po Huang, Hsiao-Ying Huang, Huang-Cheng Chou, Kai-Wei Chang, Cheng-Han Chiang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2025	Misc	`conf`	Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data. ICASSP Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2025	Misc	`conf`	EMMeTT: Efficient Multimodal Machine Translation Training. ICASSP Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. INTERSPEECH Ke Hu, Ehsan Hosseini-Asl, Chen Chen, Edresson Casanova, Subhankar Ghosh, Piotr Zelasko, Zhehuai Chen, Jason Li, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Efficient and Direct Duplex Modeling for Speech-to-Speech Language Model. CoRR Ke Hu, Ehsan Hosseini-Asl, Chen Chen, Edresson Casanova, Subhankar Ghosh, Piotr Zelasko, Zhehuai Chen, Jason Li, Jagadeesh Balam, Boris Ginsburg
2025	A*	`conf`	Extending Automatic Machine Translation Evaluation to Book-Length Documents. EMNLP Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Extending Automatic Machine Translation Evaluation to Book-Length Documents. CoRR Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
2025	C	`conf`	FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities. ASRU Lilit Grigoryan, Vladimir Bataev, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	FlexCTC: GPU-powered CTC Beam Decoding With Advanced Contextual Abilities. CoRR Lilit Grigoryan, Vladimir Bataev, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation? CoRR Wasi Uddin Ahmad, Somshubra Majumdar, Boris Ginsburg
2025	—	`conf`	Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models. ACL (6) Somshubra Majumdar, Vahid Noroozi, Mehrzad Samadi, Sean Narenthiran, Aleksander Ficek, Wasi Uddin Ahmad, Jocelyn Huang, Jagadeesh Balam, Boris Ginsburg
2025	A	`conf`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. INTERSPEECH Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg
2025	J	`jnl`	Granary: Speech Recognition and Translation Dataset in 25 European Languages. CoRR Nithin Rao Koluguri, Monica Sekoyan, George Zelenfroynd, Sasha Meister, Shuoyang Ding, Sofia Kostandian, He Huang, Nikolay Karpov, Jagadeesh Balam, Vitaly Lavrukhin, Yifan Peng, Sara Papi, Marco Gaido, Alessio Brutti, Boris Ginsburg
2025	A*	`conf`	HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR. ICLR Hainan Xu, Travis M. Bartley, Vladimir Bataev, Boris Ginsburg
2025	J	`jnl`	L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution. CoRR Simeng Sun, Cheng-Ping Hsieh, Faisal Ladhak, Erik Arakelyan, Santiago Akle Serano, Boris Ginsburg
2025	Misc	`conf`	META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. ICASSP Jinhan Wang, Weiqing Wang, Kunal Dhawan, Taejin Park, Myungjong Kim, Ivan Medennikov, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages. CoRR Alexan Ayrapetyan, Sofia Kostandian, Ara Yeroyan, Mher Yerznkanyan, Nikolay Karpov, Nune Tadevosyan, Vitaly Lavrukhin, Boris Ginsburg
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	A	`conf`	NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding. INTERSPEECH Vladimir Bataev, Andrei Andrusenko, Lilit Grigoryan, Aleksandr Laptev, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding. CoRR Vladimir Bataev, Andrei Andrusenko, Lilit Grigoryan, Aleksandr Laptev, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	NanoCodec: Towards High-Quality Ultra Fast Speech LLM Inference. INTERSPEECH Edresson Casanova, Paarth Neekhara, Ryan Langman, Shehzeen Hussain, Subhankar Ghosh, Xuesong Yang, Ante Jukic, Jason Li, Boris Ginsburg
2025	J	`jnl`	NanoCodec: Towards High-Quality Ultra Fast Speech LLM Inference. CoRR Edresson Casanova, Paarth Neekhara, Ryan Langman, Shehzeen Hussain, Subhankar Ghosh, Xuesong Yang, Ante Jukic, Jason Li, 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	Misc	`conf`	Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. ICASSP Lilit Grigoryan, Nikolay Karpov, Enas Albasiri, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Open Automatic Speech Recognition Models for Classical and Modern Standard Arabic. CoRR Lilit Grigoryan, Nikolay Karpov, Enas Albasiri, Vitaly Lavrukhin, Boris Ginsburg
2025	C	`conf`	Open Full-duplex Voice Agent with Speech-to-Speech Language Model. ASRU Edresson Casanova, Chen Chen, Kevin Hu, Ankita Pasad, Elena Rastorgueva, Seelan Lakshmi Narasimhan, Slyne Deng, Ehsan Hosseini-Asl, Piotr Zelasko, Valentin Mendelev, Subhankar Ghosh, Yifan Peng, Zhehuai Chen, Jason Li, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs. CoRR Wasi Uddin Ahmad, Aleksander Ficek, Mehrzad Samadi, Jocelyn Huang, Vahid Noroozi, Somshubra Majumdar, Boris Ginsburg
2025	J	`jnl`	OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique. CoRR Wasi Uddin Ahmad, Somshubra Majumdar, Aleksander Ficek, Sean Narenthiran, Mehrzad Samadi, Jocelyn Huang, Siddhartha Jain, Vahid Noroozi, Boris Ginsburg
2025	J	`jnl`	OpenCodeReasoning: Advancing Data Distillation for Competitive Coding. CoRR Wasi Uddin Ahmad, Sean Narenthiran, Somshubra Majumdar, Aleksander Ficek, Siddhartha Jain, Jocelyn Huang, Vahid Noroozi, Boris Ginsburg
2025	A	`conf`	Pushing the Limits of Beam Search Decoding for Transducer-based ASR models. INTERSPEECH Lilit Grigoryan, Vladimir Bataev, Andrei Andrusenko, Hainan Xu, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	Pushing the Limits of Beam Search Decoding for Transducer-based ASR models. CoRR Lilit Grigoryan, Vladimir Bataev, Andrei Andrusenko, Hainan Xu, Vitaly Lavrukhin, Boris Ginsburg
2025	A	`conf`	SPGISpeech 2.0: Transcribed multi-speaker financial audio for speaker-tagged transcription. INTERSPEECH Raymond Grossman, Taejin Park, Kunal Dhawan, Andrew Titus, Sophia Zhi, Yulia Shchadilova, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	SPGISpeech 2.0: Transcribed multi-speaker financial audio for speaker-tagged transcription. CoRR Raymond Grossman, Taejin Park, Kunal Dhawan, Andrew Titus, Sophia Zhi, Yulia Shchadilova, Weiqing Wang, Jagadeesh Balam, Boris Ginsburg
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	J	`jnl`	Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models. CoRR Mehrzad Samadi, Aleksander Ficek, Sean Narenthiran, Siddhartha Jain, Wasi Uddin Ahmad, Somshubra Majumdar, Vahid Noroozi, Boris Ginsburg
2025	J	`jnl`	Scoring Verifiers: Evaluating Synthetic Verification in Code and Reasoning. CoRR Aleksander Ficek, Somshubra Majumdar, Vahid Noroozi, 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	A	`conf`	Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. INTERSPEECH Weiqing Wang, Taejin Park, Ivan Medennikov, Jinhan Wang, Kunal Dhawan, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Speaker Targeting via Self-Speaker Adaptation for Multi-talker ASR. CoRR Weiqing Wang, Taejin Park, Ivan Medennikov, Jinhan Wang, Kunal Dhawan, He Huang, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2025	A*	`conf`	Star Attention: Efficient LLM Inference over Long Sequences. ICML Shantanu Acharya, Fei Jia, Boris Ginsburg
2025	A	`conf`	Streaming Sortformer: Speaker Cache-Based Online Speaker Diarization with Arrival-Time Ordering. INTERSPEECH Ivan Medennikov, Taejin Park, Weiqing Wang, He Huang, Kunal Dhawan, Jinhan Wang, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	Streaming Sortformer: Speaker Cache-Based Online Speaker Diarization with Arrival-Time Ordering. CoRR Ivan Medennikov, Taejin Park, Weiqing Wang, He Huang, Kunal Dhawan, Jinhan Wang, Jagadeesh Balam, Boris Ginsburg
2025	J	`jnl`	The Challenge of Teaching Reasoning to LLMs Without RL or Distillation. CoRR Wei Du, Branislav Kisacanin, George Armstrong, Shubham Toshniwal, Ivan Moshkov, Alexan Ayrapetyan, Sadegh Mahdavi, Dan Zhao, Shizhe Diao, Dragan Masulovic, Marius Stanean, Advaith Avadhanam, Max Wang, Ashmit Dutta, Shitij Govil, Sri Yanamandara, Mihir Tandon, Sriram Ananthakrishnan, Vedant Rathi, David Zhang, Joonseok Kang, Leon Luo, Titu Andreescu, Boris Ginsburg, Igor Gitman
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	C	`conf`	TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree. ASRU Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Vitaly Lavrukhin, Boris Ginsburg
2025	J	`jnl`	TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree. CoRR Andrei Andrusenko, Vladimir Bataev, Lilit Grigoryan, Vitaly Lavrukhin, 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`	WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection. INTERSPEECH Hainan Xu, Vladimir Bataev, Lilit Grigoryan, Boris Ginsburg
2025	J	`jnl`	WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection. CoRR Hainan Xu, Vladimir Bataev, Lilit Grigoryan, 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
2025	A*	`conf`	nGPT: Normalized Transformer with Representation Learning on the Hypersphere. ICLR Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg
2024	Misc	`conf`	A Chat about Boring Problems: Studying GPT-Based Text Normalization. ICASSP Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg
2024	J	`jnl`	Anticipating Future with Large Language Model for Simultaneous Machine Translation. CoRR Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, 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	J	`jnl`	Chain-of-Thought Prompting for Speech Translation. CoRR Ke Hu, Zhehuai Chen, Chao-Han Huck Yang, Piotr Zelasko, Oleksii Hrinchuk, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. INTERSPEECH Kunal Dhawan, Nithin Rao Koluguri, Ante Jukic, Ryan Langman, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations. CoRR Kunal Dhawan, Nithin Rao Koluguri, Ante Jukic, Ryan Langman, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. INTERSPEECH Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2024	J	`jnl`	DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment. CoRR Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2024	J	`jnl`	Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data. CoRR Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Jagadeesh Balam, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
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	J	`jnl`	EMMeTT: Efficient Multimodal Machine Translation Training. CoRR Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg
2024	A	`conf`	Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. INTERSPEECH Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg
2024	J	`jnl`	Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter. CoRR Andrei Andrusenko, Aleksandr Laptev, Vladimir Bataev, Vitaly Lavrukhin, Boris Ginsburg
2024	J	`jnl`	Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models. CoRR Somshubra Majumdar, Vahid Noroozi, Sean Narenthiran, Aleksander Ficek, Jagadeesh Balam, Boris Ginsburg
2024	A	`conf`	Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. INTERSPEECH Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Boris Ginsburg
2024	J	`jnl`	Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. CoRR Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Rafael Valle, Rohan Badlani, Boris Ginsburg
2024	A	`conf`	Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. INTERSPEECH Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. CoRR Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg
2024	Misc	`conf`	Investigating End-to-End ASR Architectures for Long Form Audio Transcription. ICASSP Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
2024	—	`conf`	Label-Looping: Highly Efficient Decoding For Transducers. SLT Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
2024	J	`jnl`	Label-Looping: Highly Efficient Decoding for Transducers. CoRR Vladimir Bataev, Hainan Xu, Daniel Galvez, Vitaly Lavrukhin, Boris Ginsburg
2024	—	`conf`	Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. SLT 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
2024	J	`jnl`	Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition. CoRR 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
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	—	`conf`	Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. SLT Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024	J	`jnl`	Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation. CoRR Nithin Rao Koluguri, Travis M. Bartley, Hainan Xu, Oleksii Hrinchuk, Jagadeesh Balam, Boris Ginsburg, Georg Kucsko
2024	J	`jnl`	META-CAT: Speaker-Informed Speech Embeddings via Meta Information Concatenation for Multi-talker ASR. CoRR Jinhan Wang, Weiqing Wang, Kunal Dhawan, Taejin Park, Myungjong Kim, Ivan Medennikov, He Huang, Nithin Rao Koluguri, 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	J	`jnl`	RULER: What's the Real Context Size of Your Long-Context Language Models? CoRR Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, Shantanu Acharya, Dima Rekesh, Fei Jia, Yang Zhang, Boris Ginsburg
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	—	`conf`	Romanization Encoding For Multilingual ASR. SLT Wen Ding, Fei Jia, Hainan Xu, Yu Xi, Junjie Lai, Boris Ginsburg
2024	J	`jnl`	Romanization Encoding For Multilingual ASR. CoRR Wen Ding, Fei Jia, Hainan Xu, Yu Xi, Junjie Lai, 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	A	`conf`	Schrödinger Bridge for Generative Speech Enhancement. INTERSPEECH Ante Jukic, Roman Korostik, Jagadeesh Balam, Boris Ginsburg
2024	A*	`conf`	SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. ICML Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
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`	Star Attention: Efficient LLM Inference over Long Sequences. CoRR Shantanu Acharya, Fei Jia, Boris Ginsburg
2024	Misc	`conf`	Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition. ICASSP Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
2024	J	`jnl`	Three-in-One: Fast and Accurate Transducer for Hybrid-Autoregressive ASR. CoRR Hainan Xu, Travis M. Bartley, Vladimir Bataev, Boris Ginsburg
2024	Misc	`conf`	Transducers with Pronunciation-Aware Embeddings for Automatic Speech Recognition. ICASSP Hainan Xu, Zhehuai Chen, Fei Jia, Boris Ginsburg
2024	J	`jnl`	Transducers with Pronunciation-aware Embeddings for Automatic Speech Recognition. CoRR Hainan Xu, Zhehuai Chen, Fei Jia, 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
2024	J	`jnl`	nGPT: Normalized Transformer with Representation Learning on the Hypersphere. CoRR Ilya Loshchilov, Cheng-Ping Hsieh, Simeng Sun, Boris Ginsburg
2023	J	`jnl`	A Chat About Boring Problems: Studying GPT-based text normalization. CoRR Yang Zhang, Travis M. Bartley, Mariana Graterol-Fuenmayor, Vitaly Lavrukhin, Evelina Bakhturina, Boris Ginsburg
2023	A	`conf`	A Compact End-to-End Model with Local and Global Context for Spoken Language Identification. INTERSPEECH Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2023	Misc	`conf`	ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. ICASSP Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, Boris Ginsburg
2023	J	`jnl`	ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations. CoRR Shehzeen Hussain, Paarth Neekhara, Jocelyn Huang, Jason Li, 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	A	`conf`	Adapter-Based Extension of Multi-Speaker Text-To-Speech Model for New Speakers. INTERSPEECH Cheng-Ping Hsieh, Subhankar Ghosh, Boris Ginsburg
2023	A*	`conf`	BigVGAN: A Universal Neural Vocoder with Large-Scale Training. ICLR Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
2023	A	`conf`	Confidence-based Ensembles of End-to-End Speech Recognition Models. INTERSPEECH Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, Boris Ginsburg
2023	J	`jnl`	Confidence-based Ensembles of End-to-End Speech Recognition Models. CoRR Igor Gitman, Vitaly Lavrukhin, Aleksandr Laptev, 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	A*	`conf`	Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. ICML Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
2023	J	`jnl`	Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. CoRR Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, 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`	Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. CoRR Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg
2023	—	`conf`	Flexible Multichannel Speech Enhancement for Noise-Robust Frontend. WASPAA Ante Jukic, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Investigating End-to-End ASR Architectures for Long Form Audio Transcription. CoRR Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
2023	A	`conf`	Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. INTERSPEECH He Huang, Jagadeesh Balam, Boris Ginsburg
2023	J	`jnl`	Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling. CoRR He Huang, Jagadeesh Balam, Boris Ginsburg
2023	C	`conf`	LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of End-to-End ASR Models. ASRU Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of end-to-end ASR Models. CoRR Aleksandr Meister, Matvei Novikov, Nikolay Karpov, Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2023	Misc	`conf`	Multi-Blank Transducers for Speech Recognition. ICASSP Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
2023	—	`conf`	NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023. IWSLT@ACL Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina, Boris Ginsburg
2023	A	`conf`	NeMo Forced Aligner and its application to word alignment for subtitle generation. INTERSPEECH Elena Rastorgueva, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Powerful and Extensible WFST Framework for RNN-Transducer Losses. CoRR Aleksandr Laptev, Vladimir Bataev, Igor Gitman, Boris Ginsburg
2023	Misc	`conf`	Powerful and Extensible WFST Framework for Rnn-Transducer Losses. ICASSP Aleksandr Laptev, Vladimir Bataev, Igor Gitman, Boris Ginsburg
2023	J	`jnl`	Property-Aware Multi-Speaker Data Simulation: A Probabilistic Modelling Technique for Synthetic Data Generation. CoRR Taejin Park, He Huang, Coleman Hooper, Nithin Rao Koluguri, Kunal Dhawan, Ante Jukic, 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`	SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. CoRR Paarth Neekhara, Shehzeen Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2023	A	`conf`	SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings. INTERSPEECH Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
2023	J	`jnl`	SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings. CoRR Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
2023	J	`jnl`	Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition. CoRR Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
2023	A	`conf`	Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. INTERSPEECH Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, Boris Ginsburg
2023	J	`jnl`	Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator. CoRR Vladimir Bataev, Roman Korostik, Evgeny Shabalin, Vitaly Lavrukhin, 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
2023	J	`jnl`	Towards training Bilingual and Code-Switched Speech Recognition models from Monolingual data sources. CoRR Kunal Dhawan, Dima Rekesh, Boris Ginsburg
2023	J	`jnl`	VANI: Very-lightweight Accent-controllable TTS for Native and Non-native speakers with Identity Preservation. CoRR Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro
2023	Misc	`conf`	Vani: Very-Lightweight Accent-Controllable TTS for Native And Non-Native Speakers With Identity Preservation. ICASSP Rohan Badlani, Akshit Arora, Subhankar Ghosh, Rafael Valle, Kevin J. Shih, João Felipe Santos, Boris Ginsburg, Bryan Catanzaro
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
2022	J	`jnl`	Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers. CoRR Cheng-Ping Hsieh, Subhankar Ghosh, Boris Ginsburg
2022	J	`jnl`	AmberNet: A Compact End-to-End Model for Spoken Language Identification. CoRR Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	J	`jnl`	BigVGAN: A Universal Neural Vocoder with Large-Scale Training. CoRR Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
2022	A	`conf`	CTC Variations Through New WFST Topologies. INTERSPEECH Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
2022	—	`conf`	Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
2022	J	`jnl`	Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
2022	J	`jnl`	Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-To-End Automatic Speech Recognition. CoRR Aleksandr Laptev, Boris Ginsburg
2022	—	`conf`	Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-to-End Automatic Speech Recognition. SLT Aleksandr Laptev, Boris Ginsburg
2022	Misc	`conf`	Mixer-TTS: Non-Autoregressive, Fast and Compact Text-to-Speech Model Conditioned on Language Model Embeddings. ICASSP Oktai Tatanov, Stanislav Beliaev, Boris Ginsburg
2022	J	`jnl`	Multi-blank Transducers for Speech Recognition. CoRR Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
2022	A	`conf`	Multi-scale Speaker Diarization with Dynamic Scale Weighting. INTERSPEECH Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	J	`jnl`	Multi-scale Speaker Diarization with Dynamic Scale Weighting. CoRR Taejin Park, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg
2022	A	`conf`	NeMo Open Source Speaker Diarization System. INTERSPEECH Taejin Park, Nithin Rao Koluguri, Fei Jia, Jagadeesh Balam, Boris Ginsburg
2022	A	`conf`	Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. INTERSPEECH Evelina Bakhturina, Yang Zhang, Boris Ginsburg
2022	J	`jnl`	Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization. CoRR Evelina Bakhturina, Yang Zhang, Boris Ginsburg
2022	A	`conf`	Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. INTERSPEECH Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
2022	J	`jnl`	Thutmose Tagger: Single-pass neural model for Inverse Text Normalization. CoRR Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg
2022	Misc	`conf`	TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context. ICASSP Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
2021	—	`conf`	A Toolbox for Construction and Analysis of Speech Datasets. NeurIPS Datasets and Benchmarks Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2021	J	`jnl`	A Unified Transformer-based Framework for Duplex Text Normalization. CoRR Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji
2021	J	`jnl`	Adapting TTS models For New Speakers using Transfer Learning. CoRR Paarth Neekhara, Jason Li, Boris Ginsburg
2021	J	`jnl`	CTC Variations Through New WFST Topologies. CoRR Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
2021	J	`jnl`	CarneliNet: Neural Mixture Model for Automatic Speech Recognition. CoRR Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg
2021	A	`conf`	Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition. ICME 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
2021	A	`conf`	Hi-Fi Multi-Speaker English TTS Dataset. Interspeech Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang
2021	Misc	`conf`	MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. ICASSP Fei Jia, Somshubra Majumdar, Boris Ginsburg
2021	A	`conf`	NeMo (Inverse) Text Normalization: From Development to Production. Interspeech Yang Zhang, Evelina Bakhturina, Boris Ginsburg
2021	J	`jnl`	NeMo Inverse Text Normalization: From Development To Production. CoRR Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg
2021	A	`conf`	NeMo Inverse Text Normalization: From Development to Production. Interspeech Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg
2021	J	`jnl`	NeMo Toolbox for Speech Dataset Construction. CoRR Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg
2021	J	`jnl`	OpenChem: A Deep Learning Toolkit for Computational Chemistry and Drug Design. J. Chem. Inf. Model. Maria Korshunova, Boris Ginsburg, Alexander Tropsha, Olexandr Isayev
2021	J	`jnl`	SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services. CoRR Yang Zhang, Vahid Noroozi, Evelina Bakhturina, Boris Ginsburg
2021	A	`conf`	SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. Interspeech 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
2021	J	`jnl`	SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition. CoRR 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
2021	J	`jnl`	TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction. CoRR Stanislav Beliaev, Boris Ginsburg
2021	A	`conf`	TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis. Interspeech Stanislav Beliaev, Boris Ginsburg
2021	J	`jnl`	TitaNet: Neural Model for speaker representation with 1D Depth-wise separable convolutions and global context. CoRR Nithin Rao Koluguri, Taejin Park, Boris Ginsburg
2020	Misc	`conf`	Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model. ICASSP Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg
2020	J	`jnl`	MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. CoRR Fei Jia, Somshubra Majumdar, Boris Ginsburg
2020	A	`conf`	MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition. INTERSPEECH Somshubra Majumdar, Boris Ginsburg
2020	J	`jnl`	On regularization of gradient descent, layer imbalance and flat minima. CoRR Boris Ginsburg
2020	Misc	`conf`	Quartznet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions. ICASSP Samuel Kriman, Stanislav Beliaev, Boris Ginsburg, Jocelyn Huang, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Yang Zhang
2019	J	`jnl`	Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model. CoRR Oleksii Hrinchuk, Mariya Popova, Boris Ginsburg
2019	A	`conf`	Jasper: An End-to-End Convolutional Neural Acoustic Model. INTERSPEECH Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
2019	J	`jnl`	Jasper: An End-to-End Convolutional Neural Acoustic Model. CoRR Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde
2019	J	`jnl`	NeMo: a toolkit for building AI applications using Neural Modules. CoRR Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen
2019	J	`jnl`	Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks. CoRR Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen
2018	J	`jnl`	Computational mammography using deep neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Anastasia Dubrovina, Pavel Kisilev, Boris Ginsburg, Sharbell Y. Hashoul, Ron Kimmel
2018	—	`conf`	Mixed Precision Training. ICLR (Poster) Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
2018	J	`jnl`	OpenSeq2Seq: extensible toolkit for distributed and mixed precision training of sequence-to-sequence models. CoRR Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case, Paulius Micikevicius
2018	—	`conf`	Spatially Parallel Convolutions. ICLR (Workshop) Peter H. Jin, Boris Ginsburg, Kurt Keutzer
2018	J	`jnl`	Training Neural Speech Recognition Systems with Synthetic Speech Augmentation. CoRR Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin
2017	J	`jnl`	Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification. CoRR Igor Gitman, Boris Ginsburg
2017	—	`conf`	Factorization tricks for LSTM networks. ICLR (Workshop) Oleksii Kuchaiev, Boris Ginsburg
2017	J	`jnl`	Factorization tricks for LSTM networks. CoRR Oleksii Kuchaiev, Boris Ginsburg
2017	J	`jnl`	Mixed Precision Training. CoRR Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
2017	—	`conf`	On Improving the Numerical Stability of Winograd Convolutions. ICLR (Workshop) Kevin Vincent, Kevin Stephano, Michael A. Frumkin, Boris Ginsburg, Julien Demouth
2017	J	`jnl`	Scaling SGD Batch Size to 32K for ImageNet Training. CoRR Yang You, Igor Gitman, Boris Ginsburg
2017	J	`jnl`	Training Deep AutoEncoders for Collaborative Filtering. CoRR Oleksii Kuchaiev, Boris Ginsburg
2016	—	`conf`	SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. NIPS Elad Richardson, Rom Herskovitz, Boris Ginsburg, Michael Zibulevsky
2016	J	`jnl`	SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. CoRR Elad Richardson, Rom Herskovitz, Boris Ginsburg, Michael Zibulevsky
2002	A	`conf`	The ForSpec Temporal Logic: A New Temporal Property-Specification Language. TACAS Roy Armoni, Limor Fix, Alon Flaisher, Rob Gerth, Boris Ginsburg, Tomer Kanza, Avner Landver, Sela Mador-Haim, Eli Singerman, Andreas Tiemeyer, Moshe Y. Vardi, Yael Zbar