Tara N. Sainath

293 papers A* 2A 67C 18Misc 81Journal 107Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	Misc	`conf`	A Comparison of Parameter-Efficient ASR Domain Adaptation Methods for Universal Speech and Language Models. ICASSP Khe Chai Sim, Zhouyuan Huo, Tsendsuren Munkhdalai, Nikhil Siddhartha, Adam Stooke, Zhong Meng, Bo Li, Tara N. Sainath
2024	Misc	`conf`	Augmenting Conformers With Structured State-Space Sequence Models For Online Speech Recognition. ICASSP Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara N. Sainath
2024	Misc	`conf`	Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR. ICASSP Junwen Bai, Bo Li, Qiujia Li, Tara N. Sainath, Trevor Strohman
2024	J	`jnl`	Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR. CoRR Junwen Bai, Bo Li, Qiujia Li, Tara N. Sainath, Trevor Strohman
2024	J	`jnl`	End-to-End Speech Recognition: A Survey. IEEE ACM Trans. Audio Speech Lang. Process. Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe
2024	Misc	`conf`	Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. ICASSP Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
2024	J	`jnl`	Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. CoRR Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
2024	—	`conf`	Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation. ACL (1) Wen Wu, Bo Li, Chao Zhang, Chung-Cheng Chiu, Qiujia Li, Junwen Bai, Tara N. Sainath, Philip C. Woodland
2024	J	`jnl`	Handling Ambiguity in Emotion: From Out-of-Domain Detection to Distribution Estimation. CoRR Wen Wu, Bo Li, Chao Zhang, Chung-Cheng Chiu, Qiujia Li, Junwen Bai, Tara N. Sainath, Philip C. Woodland
2024	J	`jnl`	Hierarchical Recurrent Adapters for Efficient Multi-Task Adaptation of Large Speech Models. CoRR Tsendsuren Munkhdalai, Youzheng Chen, Khe Chai Sim, Fadi Biadsy, Tara N. Sainath, Pedro Moreno Mengibar
2024	Misc	`conf`	Improving Speech Recognition for African American English with Audio Classification. ICASSP Shefali Garg, Zhouyuan Huo, Khe Chai Sim, Suzan Schwartz, Mason Chua, Alëna Aksënova, Tsendsuren Munkhdalai, Levi King, Darryl Wright, Zion Mengesha, Dongseong Hwang, Tara N. Sainath, Françoise Beaufays, Pedro Moreno Mengibar
2024	—	`conf`	Massive End-to-end Speech Recognition Models with Time Reduction. NAACL-HLT Weiran Wang, Rohit Prabhavalkar, Haozhe Shan, Zhong Meng, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Chengjian Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar
2024	Misc	`conf`	Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study. ICASSP W. Ronny Huang, Cyril Allauzen, Tongzhou Chen, Kilol Gupta, Ke Hu, James Qin, Yu Zhang, Yongqiang Wang, Shuo-Yiin Chang, Tara N. Sainath
2024	J	`jnl`	Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study. CoRR W. Ronny Huang, Cyril Allauzen, Tongzhou Chen, Kilol Gupta, Ke Hu, James Qin, Yu Zhang, Yongqiang Wang, Shuo-Yiin Chang, Tara N. Sainath
2024	A	`conf`	Text Injection for Neural Contextual Biasing. INTERSPEECH Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran
2024	J	`jnl`	Text Injection for Neural Contextual Biasing. CoRR Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran
2024	Misc	`conf`	USM-Lite: Quantization and Sparsity Aware Fine-Tuning for Speech Recognition with Universal Speech Models. ICASSP Shaojin Ding, David Qiu, David Rim, Yanzhang He, Oleg Rybakov, Bo Li, Rohit Prabhavalkar, Weiran Wang, Tara N. Sainath, Zhonglin Han, Jian Li, Amir Yazdanbakhsh, Shivani Agrawal
2023	Misc	`conf`	A Comparison of Semi-Supervised Learning Techniques for Streaming ASR at Scale. ICASSP Cal Peyser, Michael Picheny, Kyunghyun Cho, Rohit Prabhavalkar, W. Ronny Huang, Tara N. Sainath
2023	J	`jnl`	A Comparison of Semi-Supervised Learning Techniques for Streaming ASR at Scale. CoRR Cal Peyser, Michael Picheny, Kyunghyun Cho, Rohit Prabhavalkar, W. Ronny Huang, Tara N. Sainath
2023	J	`jnl`	A Deliberation-based Joint Acoustic and Text Decoder. CoRR Sepand Mavandadi, Tara N. Sainath, Ke Hu, Zelin Wu
2023	Misc	`conf`	A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. ICASSP Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
2023	J	`jnl`	AudioPaLM: A Large Language Model That Can Speak and Listen. CoRR Paul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen, Ankur Bapna, Zalán Borsos, Félix de Chaumont Quitry, Peter Chen, Dalia El Badawy, Wei Han, Eugene Kharitonov, Hannah Muckenhirn, Dirk Padfield, James Qin, Danny Rozenberg, Tara N. Sainath, Johan Schalkwyk, Matthew Sharifi, Michelle Tadmor Ramanovich, Marco Tagliasacchi, Alexandru Tudor, Mihajlo Velimirovic, Damien Vincent, Jiahui Yu, Yongqiang Wang, Vicky Zayats, Neil Zeghidour, Yu Zhang, Zhishuai Zhang, Lukas Zilka, Christian Havnø Frank
2023	J	`jnl`	Augmenting conformers with structured state space models for online speech recognition. CoRR Haozhe Shan, Albert Gu, Zhong Meng, Weiran Wang, Krzysztof Choromanski, Tara N. Sainath
2023	Misc	`conf`	Context-Aware end-to-end ASR Using Self-Attentive Embedding and Tensor Fusion. ICASSP Shuo-Yiin Chang, Chao Zhang, Tara N. Sainath, Bo Li, Trevor Strohman
2023	J	`jnl`	Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm. CoRR Weiran Wang, Zelin Wu, Diamantino Caseiro, Tsendsuren Munkhdalai, Khe Chai Sim, Pat Rondon, Golan Pundak, Gan Song, Rohit Prabhavalkar, Zhong Meng, Ding Zhao, Tara N. Sainath, Pedro Moreno Mengibar
2023	J	`jnl`	Dual Learning for Large Vocabulary On-Device ASR. CoRR Cal Peyser, W. Ronny Huang, Tara N. Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho
2023	Misc	`conf`	E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. ICASSP W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
2023	C	`conf`	Efficient Cascaded Streaming ASR System Via Frame Rate Reduction. ASRU Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He
2023	Misc	`conf`	Efficient Domain Adaptation for Speech Foundation Models. ICASSP Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays
2023	J	`jnl`	Efficient Domain Adaptation for Speech Foundation Models. CoRR Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Françoise Beaufays
2023	J	`jnl`	End-to-End Speech Recognition: A Survey. CoRR Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe
2023	Misc	`conf`	From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. ICASSP Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
2023	J	`jnl`	From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech Recognition. CoRR Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Rohit Prabhavalkar, Tara N. Sainath, Trevor Strohman
2023	J	`jnl`	Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu
2023	A	`conf`	How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
2023	J	`jnl`	How to Estimate Model Transferability of Pre-Trained Speech Models? CoRR Zih-Ching Chen, Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Shuo-Yiin Chang, Rohit Prabhavalkar, Hung-yi Lee, Tara N. Sainath
2023	C	`conf`	Improved Long-Form Speech Recognition By Jointly Modeling The Primary And Non-Primary Speakers. ASRU Guru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia
2023	J	`jnl`	Improved Long-Form Speech Recognition by Jointly Modeling the Primary and Non-primary Speakers. CoRR Guru Prakash Arumugam, Shuo-Yiin Chang, Tara N. Sainath, Rohit Prabhavalkar, Quan Wang, Shaan Bijwadia
2023	Misc	`conf`	Improving Contextual Biasing with Text Injection. ICASSP Tara N. Sainath, Rohit Prabhavalkar, Diamantino Caseiro, Pat Rondon, Cyril Allauzen
2023	A	`conf`	Improving Joint Speech-Text Representations Without Alignment. INTERSPEECH Cal Peyser, Zhong Meng, Rohit Prabhavalkar, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho, Ke Hu
2023	J	`jnl`	Improving Joint Speech-Text Representations Without Alignment. CoRR Cal Peyser, Zhong Meng, Ke Hu, Rohit Prabhavalkar, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho
2023	C	`conf`	Improving Multilingual and Code-Switching ASR Using Large Language Model Generated Text. ASRU Ke Hu, Tara N. Sainath, Bo Li, Yu Zhang, Yong Cheng, Tao Wang, Yujing Zhang, Frederick Liu
2023	J	`jnl`	Improving Speech Recognition for African American English With Audio Classification. CoRR Shefali Garg, Zhouyuan Huo, Khe Chai Sim, Suzan Schwartz, Mason Chua, Alëna Aksënova, Tsendsuren Munkhdalai, Levi King, Darryl Wright, Zion Mengesha, Dongseong Hwang, Tara N. Sainath, Françoise Beaufays, Pedro Moreno Mengibar
2023	Misc	`conf`	JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition. ICASSP Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran
2023	J	`jnl`	JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition. CoRR Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran
2023	Misc	`conf`	Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR. ICASSP Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
2023	J	`jnl`	Lego-Features: Exporting modular encoder features for streaming and deliberation ASR. CoRR Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
2023	J	`jnl`	Massive End-to-end Models for Short Search Queries. CoRR Weiran Wang, Rohit Prabhavalkar, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Zhong Meng, CJ Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar
2023	Misc	`conf`	Massively Multilingual Shallow Fusion with Large Language Models. ICASSP Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman
2023	J	`jnl`	Massively Multilingual Shallow Fusion with Large Language Models. CoRR Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman
2023	A	`conf`	Mixture-of-Expert Conformer for Streaming Multilingual ASR. INTERSPEECH Ke Hu, Bo Li, Tara N. Sainath, Yu Zhang, Françoise Beaufays
2023	J	`jnl`	Mixture-of-Expert Conformer for Streaming Multilingual ASR. CoRR Ke Hu, Bo Li, Tara N. Sainath, Yu Zhang, Françoise Beaufays
2023	A	`conf`	Modular Domain Adaptation for Conformer-Based Streaming ASR. INTERSPEECH Qiujia Li, Bo Li, Dongseong Hwang, Tara N. Sainath, Pedro Moreno Mengibar
2023	J	`jnl`	Modular Domain Adaptation for Conformer-Based Streaming ASR. CoRR Qiujia Li, Bo Li, Dongseong Hwang, Tara N. Sainath, Pedro Moreno Mengibar
2023	Misc	`conf`	Multi-Output RNN-T Joint Networks for Multi-Task Learning of ASR and Auxiliary Tasks. ICASSP Weiran Wang, Ding Zhao, Shaojin Ding, Hao Zhang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Yanzhang He, Ian McGraw, Shankar Kumar
2023	J	`jnl`	Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR. CoRR Rami Botros, Anmol Gulati, Tara N. Sainath, Krzysztof Choromanski, Ruoming Pang, Trevor Strohman, Weiran Wang, Jiahui Yu
2023	A	`conf`	Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods. INTERSPEECH Zhouyuan Huo, Khe Chai Sim, Dongseong Hwang, Tsendsuren Munkhdalai, Tara N. Sainath, Pedro Moreno Mengibar
2023	Misc	`conf`	Resource-Efficient Transfer Learning from Speech Foundation Model Using Hierarchical Feature Fusion. ICASSP Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman
2023	A	`conf`	Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR. INTERSPEECH W. Ronny Huang, Hao Zhang, Shankar Kumar, Shuo-Yiin Chang, Tara N. Sainath
2023	J	`jnl`	Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR. CoRR W. Ronny Huang, Hao Zhang, Shankar Kumar, Shuo-Yiin Chang, Tara N. Sainath
2023	Misc	`conf`	Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models. ICASSP Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw
2023	J	`jnl`	Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models. CoRR Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw
2023	J	`jnl`	Text Injection for Capitalization and Turn-Taking Prediction in Speech Models. CoRR Shaan Bijwadia, Shuo-Yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang, Tara N. Sainath
2023	Misc	`conf`	UML: A Universal Monolingual Output Layer For Multilingual Asr. ICASSP Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
2023	J	`jnl`	UML: A Universal Monolingual Output Layer for Multilingual ASR. CoRR Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Shuo-Yiin Chang
2023	J	`jnl`	USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models. CoRR Shaojin Ding, David Qiu, David Rim, Yanzhang He, Oleg Rybakov, Bo Li, Rohit Prabhavalkar, Weiran Wang, Tara N. Sainath, Shivani Agrawal, Zhonglin Han, Jian Li, Amir Yazdanbakhsh
2022	A	`conf`	A Language Agnostic Multilingual Streaming On-Device ASR System. INTERSPEECH Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-Yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani
2022	J	`jnl`	A Language Agnostic Multilingual Streaming On-Device ASR System. CoRR Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-Yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani
2022	J	`jnl`	A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. CoRR Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
2022	—	`conf`	A Truly Multilingual First Pass and Monolingual Second Pass Streaming on-Device ASR System. SLT Sepand Mavandadi, Bo Li, Chao Zhang, Brian Farris, Tara N. Sainath, Trevor Strohman
2022	A	`conf`	A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. INTERSPEECH Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman
2022	J	`jnl`	A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes. CoRR Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman
2022	J	`jnl`	BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. IEEE J. Sel. Top. Signal Process. Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
2022	Misc	`conf`	Deliberation of Streaming RNN-Transducer by Non-Autoregressive Decoding. ICASSP Weiran Wang, Ke Hu, Tara N. Sainath
2022	—	`conf`	Dual Learning for Large Vocabulary On-Device ASR. SLT Cal Peyser, W. Ronny Huang, Tara N. Sainath, Rohit Prabhavalkar, Michael Picheny, Kyunghyun Cho
2022	J	`jnl`	E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. CoRR W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman
2022	A	`conf`	E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. INTERSPEECH W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Rohit Prabhavalkar, Cal Peyser, Zhiyun Lu, Cyril Allauzen
2022	J	`jnl`	E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. CoRR W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Rohit Prabhavalkar, Tara N. Sainath, Cyril Allauzen, Cal Peyser, Zhiyun Lu
2022	J	`jnl`	Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing. IEEE J. Sel. Top. Signal Process. Hung-yi Lee, Shinji Watanabe, Karen Livescu, Abdelrahman Mohamed, Tara N. Sainath
2022	A	`conf`	Improving Deliberation by Text-Only and Semi-Supervised Training. INTERSPEECH Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
2022	J	`jnl`	Improving Deliberation by Text-Only and Semi-Supervised Training. CoRR Ke Hu, Tara N. Sainath, Yanzhang He, Rohit Prabhavalkar, Trevor Strohman, Sepand Mavandadi, Weiran Wang
2022	A	`conf`	Improving Rare Word Recognition with LM-aware MWER Training. INTERSPEECH Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, W. Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach
2022	J	`jnl`	Improving Rare Word Recognition with LM-aware MWER Training. CoRR Weiran Wang, Tongzhou Chen, Tara N. Sainath, Ehsan Variani, Rohit Prabhavalkar, W. Ronny Huang, Bhuvana Ramabhadran, Neeraj Gaur, Sepand Mavandadi, Cal Peyser, Trevor Strohman, Yanzhang He, David Rybach
2022	Misc	`conf`	Improving The Latency And Quality Of Cascaded Encoders. ICASSP Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang
2022	Misc	`conf`	Improving the Fusion of Acoustic and Text Representations in RNN-T. ICASSP Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-Yiin Chang
2022	J	`jnl`	Improving the fusion of acoustic and text representations in RNN-T. CoRR Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-Yiin Chang
2022	J	`jnl`	JOIST: A Joint Speech and Text Streaming Model For ASR. CoRR Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
2022	—	`conf`	JOIST: A Joint Speech and Text Streaming Model for ASR. SLT Tara N. Sainath, Rohit Prabhavalkar, Ankur Bapna, Yu Zhang, Zhouyuan Huo, Zhehuai Chen, Bo Li, Weiran Wang, Trevor Strohman
2022	Misc	`conf`	Joint Unsupervised and Supervised Training for Multilingual ASR. ICASSP Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath
2022	Misc	`conf`	Massively Multilingual ASR: A Lifelong Learning Solution. ICASSP Bo Li, Ruoming Pang, Yu Zhang, Tara N. Sainath, Trevor Strohman, Parisa Haghani, Yun Zhu, Brian Farris, Neeraj Gaur, Manasa Prasad
2022	—	`conf`	NAM+: Towards Scalable End-to-End Contextual Biasing for Adaptive ASR. SLT Tsendsuren Munkhdalai, Zelin Wu, Golan Pundak, Khe Chai Sim, Jiayang Li, Pat Rondon, Tara N. Sainath
2022	J	`jnl`	Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion. CoRR Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman
2022	—	`conf`	Scaling Up Deliberation For Multilingual ASR. SLT Ke Hu, Bo Li, Tara N. Sainath
2022	J	`jnl`	Scaling Up Deliberation for Multilingual ASR. CoRR Ke Hu, Bo Li, Tara N. Sainath
2022	J	`jnl`	Self-Supervised Speech Representation Learning: A Review. CoRR Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
2022	J	`jnl`	Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
2022	A	`conf`	Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition. INTERSPEECH W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor D. Strohman, Shankar Kumar
2022	J	`jnl`	Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition. CoRR W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor Strohman, Shankar Kumar
2022	A	`conf`	Streaming Align-Refine for Non-autoregressive Deliberation. INTERSPEECH Weiran Wang, Ke Hu, Tara N. Sainath
2022	J	`jnl`	Streaming Align-Refine for Non-autoregressive Deliberation. CoRR Weiran Wang, Ke Hu, Tara N. Sainath
2022	A	`conf`	Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. INTERSPEECH Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
2022	J	`jnl`	Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification. CoRR Chao Zhang, Bo Li, Tara N. Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-Yiin Chang, Parisa Haghani
2022	A	`conf`	Streaming Intended Query Detection using E2E Modeling for Continued Conversation. INTERSPEECH Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Tara N. Sainath, Bo Li, Qiao Liang, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
2022	J	`jnl`	Streaming Intended Query Detection using E2E Modeling for Continued Conversation. CoRR Shuo-Yiin Chang, Guru Prakash, Zelin Wu, Qiao Liang, Tara N. Sainath, Bo Li, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman
2022	A	`conf`	Towards Disentangled Speech Representations. INTERSPEECH Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho
2022	J	`jnl`	Towards Disentangled Speech Representations. CoRR Cal Peyser, W. Ronny Huang, Andrew Rosenberg, Tara N. Sainath, Michael Picheny, Kyunghyun Cho
2022	Misc	`conf`	Transducer-Based Streaming Deliberation for Cascaded Encoders. ICASSP Ke Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman
2022	A	`conf`	Turn-Taking Prediction for Natural Conversational Speech. INTERSPEECH Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
2022	J	`jnl`	Turn-Taking Prediction for Natural Conversational Speech. CoRR Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He
2022	—	`conf`	Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. SLT Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
2022	J	`jnl`	Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems. CoRR Shaan Bijwadia, Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Yanzhang He
2021	Misc	`conf`	A Better and Faster end-to-end Model for Streaming ASR. ICASSP Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2021	A	`conf`	A Deliberation-Based Joint Acoustic and Text Decoder. Interspeech Sepand Mavandadi, Tara N. Sainath, Ke Hu, Zelin Wu
2021	A	`conf`	An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Ruoming Pang, David Rybach, Cyril Allauzen, Ehsan Variani, James Qin, Quoc-Nam Le-The, Shuo-Yiin Chang, Bo Li, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon
2021	J	`jnl`	BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. CoRR Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
2021	Misc	`conf`	Cascaded Encoders for Unifying Streaming and Non-Streaming ASR. ICASSP Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
2021	J	`jnl`	Deliberation of Streaming RNN-Transducer by Non-autoregressive Decoding. CoRR Weiran Wang, Ke Hu, Tara N. Sainath
2021	A*	`conf`	Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling. ICLR Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang
2021	Misc	`conf`	Echo State Speech Recognition. ICASSP Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara N. Sainath
2021	J	`jnl`	Echo State Speech Recognition. CoRR Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara N. Sainath
2021	Misc	`conf`	FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2021	J	`jnl`	Joint Unsupervised and Supervised Training for Multilingual ASR. CoRR Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath
2021	J	`jnl`	Learning Word-Level Confidence For Subword End-to-End ASR. CoRR David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw
2021	Misc	`conf`	Learning Word-Level Confidence for Subword End-To-End ASR. ICASSP David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw
2021	Misc	`conf`	Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
2021	A	`conf`	Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. Interspeech W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman
2021	J	`jnl`	Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. CoRR W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman
2021	A	`conf`	Multitask Training with Text Data for End-to-End Speech Recognition. Interspeech Peidong Wang, Tara N. Sainath, Ron J. Weiss
2021	—	`conf`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2021	C	`conf`	Scaling End-to-End Models for Large-Scale Multilingual ASR. ASRU Bo Li, Ruoming Pang, Tara N. Sainath, Anmol Gulati, Yu Zhang, James Qin, Parisa Haghani, W. Ronny Huang, Min Ma, Junwen Bai
2021	J	`jnl`	Scaling End-to-End Models for Large-Scale Multilingual ASR. CoRR Bo Li, Ruoming Pang, Tara N. Sainath, Anmol Gulati, Yu Zhang, James Qin, Parisa Haghani, W. Ronny Huang, Min Ma
2021	A	`conf`	Tied & Reduced RNN-T Decoder. Interspeech Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
2021	J	`jnl`	Tied & Reduced RNN-T Decoder. CoRR Rami Botros, Tara N. Sainath, Robert David, Emmanuel Guzman, Wei Li, Yanzhang He
2021	—	`conf`	Transformer Based Deliberation for Two-Pass Speech Recognition. SLT Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman
2021	J	`jnl`	Transformer Based Deliberation for Two-Pass Speech Recognition. CoRR Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman
2020	J	`jnl`	A Better and Faster End-to-End Model for Streaming ASR. CoRR Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2020	Misc	`conf`	A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020	J	`jnl`	A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020	Misc	`conf`	An Attention-Based Joint Acoustic and Text on-Device End-To-End Model. ICASSP Tara N. Sainath, Ruoming Pang, Ron J. Weiss, Yanzhang He, Chung-Cheng Chiu, Trevor Strohman
2020	J	`jnl`	Cascaded encoders for unifying streaming and non-streaming ASR. CoRR Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
2020	Misc	`conf`	Deliberation Model Based Two-Pass End-To-End Speech Recognition. ICASSP Ke Hu, Tara N. Sainath, Ruoming Pang, Rohit Prabhavalkar
2020	J	`jnl`	Deliberation Model Based Two-Pass End-to-End Speech Recognition. CoRR Ke Hu, Tara N. Sainath, Ruoming Pang, Rohit Prabhavalkar
2020	A	`conf`	Emitting Word Timings with End-to-End Models. INTERSPEECH Tara N. Sainath, Ruoming Pang, David Rybach, Basi García, Trevor Strohman
2020	J	`jnl`	FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2020	Misc	`conf`	Improving Proper Noun Recognition in End-To-End Asr by Customization of the Mwer Loss Criterion. ICASSP Cal Peyser, Tara N. Sainath, Golan Pundak
2020	J	`jnl`	Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion. CoRR Cal Peyser, Tara N. Sainath, Golan Pundak
2020	A	`conf`	Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus. INTERSPEECH Cal Peyser, Sepand Mavandadi, Tara N. Sainath, James Apfel, Ruoming Pang, Shankar Kumar
2020	J	`jnl`	Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus. CoRR Cal Peyser, Sepand Mavandadi, Tara N. Sainath, James Apfel, Ruoming Pang, Shankar Kumar
2020	J	`jnl`	Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
2020	A	`conf`	Low Latency Speech Recognition Using End-to-End Prefetching. INTERSPEECH Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman
2020	Misc	`conf`	Multistate Encoding with End-To-End Speech RNN Transducer Network. ICASSP Zelin Wu, Bo Li, Yu Zhang, Petar S. Aleksic, Tara N. Sainath
2020	J	`jnl`	Multitask Training with Text Data for End-to-End Speech Recognition. CoRR Peidong Wang, Tara N. Sainath, Ron J. Weiss
2020	J	`jnl`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2020	Misc	`conf`	Towards Fast and Accurate Streaming End-To-End ASR. ICASSP Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Ruoming Pang, Yanzhang He, Trevor Strohman, Yonghui Wu
2020	J	`jnl`	Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling. CoRR Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang
2019	C	`conf`	A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU Chung-Cheng Chiu, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang
2019	Misc	`conf`	A Spelling Correction Model for End-to-end Speech Recognition. ICASSP Jinxi Guo, Tara N. Sainath, Ron J. Weiss
2019	J	`jnl`	A comparison of end-to-end models for long-form speech recognition. CoRR Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu
2019	J	`jnl`	A spelling correction model for end-to-end speech recognition. CoRR Jinxi Guo, Tara N. Sainath, Ron J. Weiss
2019	Misc	`conf`	Bytes Are All You Need: End-to-end Multilingual Speech Recognition and Synthesis with Bytes. ICASSP Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan
2019	Misc	`conf`	Contextual Speech Recognition with Difficult Negative Training Examples. ICASSP Uri Alon, Golan Pundak, Tara N. Sainath
2019	J	`jnl`	Deep Learning for Audio Signal Processing. CoRR Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	J	`jnl`	Deep Learning for Audio Signal Processing. IEEE J. Sel. Top. Signal Process. Hendrik Purwins, Bo Li, Tuomas Virtanen, Jan Schlüter, Shuo-Yiin Chang, Tara N. Sainath
2019	A	`conf`	Improving Performance of End-to-End ASR on Numeric Sequences. INTERSPEECH Cal Peyser, Hao Zhang, Tara N. Sainath, Zelin Wu
2019	J	`jnl`	Improving Performance of End-to-End ASR on Numeric Sequences. CoRR Cal Peyser, Hao Zhang, Tara N. Sainath, Zelin Wu
2019	Misc	`conf`	Joint Endpointing and Decoding with End-to-end Models. ICASSP Shuo-Yiin Chang, Rohit Prabhavalkar, Yanzhang He, Tara N. Sainath, Gabor Simko
2019	A	`conf`	Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model. INTERSPEECH Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee
2019	J	`jnl`	Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model. CoRR Anjuli Kannan, Arindrima Datta, Tara N. Sainath, Eugene Weinstein, Bhuvana Ramabhadran, Yonghui Wu, Ankur Bapna, Zhifeng Chen, Seungji Lee
2019	J	`jnl`	Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
2019	Misc	`conf`	Phoebe: Pronunciation-aware Contextualization for End-to-end Speech Recognition. ICASSP Antoine Bruguier, Rohit Prabhavalkar, Golan Pundak, Tara N. Sainath
2019	A	`conf`	Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models. INTERSPEECH Ke Hu, Antoine Bruguier, Tara N. Sainath, Rohit Prabhavalkar, Golan Pundak
2019	J	`jnl`	Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models. CoRR Ke Hu, Antoine Bruguier, Tara N. Sainath, Rohit Prabhavalkar, Golan Pundak
2019	C	`conf`	Recognizing Long-Form Speech Using Streaming End-to-End Models. ASRU Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
2019	J	`jnl`	Recognizing long-form speech using streaming end-to-end models. CoRR Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
2019	Misc	`conf`	Semi-supervised Training for End-to-end Models via Weak Distillation. ICASSP Bo Li, Tara N. Sainath, Ruoming Pang, Zelin Wu
2019	A	`conf`	Shallow-Fusion End-to-End Contextual Biasing. INTERSPEECH Ding Zhao, Tara N. Sainath, David Rybach, Pat Rondon, Deepti Bhatia, Bo Li, Ruoming Pang
2019	Misc	`conf`	Streaming End-to-end Speech Recognition for Mobile Devices. ICASSP Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2019	A	`conf`	Two-Pass End-to-End Speech Recognition. INTERSPEECH Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu
2019	J	`jnl`	Two-Pass End-to-End Speech Recognition. CoRR Tara N. Sainath, Ruoming Pang, David Rybach, Yanzhang He, Rohit Prabhavalkar, Wei Li, Mirkó Visontai, Qiao Liang, Trevor Strohman, Yonghui Wu, Ian McGraw, Chung-Cheng Chiu
2018	—	`conf`	A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. SLT Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu
2018	J	`jnl`	A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition. CoRR Shubham Toshniwal, Anjuli Kannan, Chung-Cheng Chiu, Yonghui Wu, Tara N. Sainath, Karen Livescu
2018	Misc	`conf`	An Analysis of Incorporating an External Language Model into a Sequence-to-Sequence Model. ICASSP Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2018	J	`jnl`	Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes. CoRR Bo Li, Yu Zhang, Tara N. Sainath, Yonghui Wu, William Chan
2018	A	`conf`	Compression of End-to-End Models. INTERSPEECH Ruoming Pang, Tara N. Sainath, Rohit Prabhavalkar, Suyog Gupta, Yonghui Wu, Shuyuan Zhang, Chung-Cheng Chiu
2018	A	`conf`	Contextual Speech Recognition in End-to-end Neural Network Systems Using Beam Search. INTERSPEECH Ian Williams, Anjuli Kannan, Petar S. Aleksic, David Rybach, Tara N. Sainath
2018	J	`jnl`	Contextual Speech Recognition with Difficult Negative Training Examples. CoRR Uri Alon, Golan Pundak, Tara N. Sainath
2018	—	`conf`	Deep Context: End-to-end Contextual Speech Recognition. SLT Golan Pundak, Tara N. Sainath, Rohit Prabhavalkar, Anjuli Kannan, Ding Zhao
2018	J	`jnl`	Deep context: end-to-end contextual speech recognition. CoRR Golan Pundak, Tara N. Sainath, Rohit Prabhavalkar, Anjuli Kannan, Ding Zhao
2018	A	`conf`	Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition. INTERSPEECH Khe Chai Sim, Arun Narayanan, Ananya Misra, Anshuman Tripathi, Golan Pundak, Tara N. Sainath, Parisa Haghani, Bo Li, Michiel Bacchiani
2018	Misc	`conf`	Improving the Performance of Online Neural Transducer Models. ICASSP Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2018	Misc	`conf`	Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models. ICASSP Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2018	Misc	`conf`	Multi-Dialect Speech Recognition with a Single Sequence-to-Sequence Model. ICASSP Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yanghui Wu, Kanishka Rao
2018	Misc	`conf`	Multilingual Speech Recognition with a Single End-to-End Model. ICASSP Shubham Toshniwal, Tara N. Sainath, Ron J. Weiss, Bo Li, Pedro J. Moreno, Eugene Weinstein, Kanishka Rao
2018	Misc	`conf`	No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. ICASSP Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
2018	Misc	`conf`	Performance of Mask Based Statistical Beamforming in a Smart Home Scenario. ICASSP Jahn Heymann, Michiel Bacchiani, Tara N. Sainath
2018	Misc	`conf`	Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition. ICASSP Chanwoo Kim, Tara N. Sainath, Arun Narayanan, Ananya Misra, Rajeev C. Nongpiur, Michiel Bacchiani
2018	Misc	`conf`	State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
2018	J	`jnl`	Streaming End-to-end Speech Recognition For Mobile Devices. CoRR Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, Ian McGraw, Raziel Alvarez, Ding Zhao, David Rybach, Anjuli Kannan, Yonghui Wu, Ruoming Pang, Qiao Liang, Deepti Bhatia, Yuan Shangguan, Bo Li, Golan Pundak, Khe Chai Sim, Tom Bagby, Shuo-Yiin Chang, Kanishka Rao, Alexander Gruenstein
2018	Misc	`conf`	Temporal Modeling Using Dilated Convolution and Gating for Voice-Activity-Detection. ICASSP Shuo-Yiin Chang, Bo Li, Gabor Simko, Tara N. Sainath, Anshuman Tripathi, Aäron van den Oord, Oriol Vinyals
2017	A	`conf`	A Comparison of Sequence-to-Sequence Models for Speech Recognition. INTERSPEECH Rohit Prabhavalkar, Kanishka Rao, Tara N. Sainath, Bo Li, Leif Johnson, Navdeep Jaitly
2017	A	`conf`	Acoustic Modeling for Google Home. INTERSPEECH Bo Li, Tara N. Sainath, Arun Narayanan, Joe Caroselli, Michiel Bacchiani, Ananya Misra, Izhak Shafran, Hasim Sak, Golan Pundak, Kean K. Chin, Khe Chai Sim, Ron J. Weiss, Kevin W. Wilson, Ehsan Variani, Chanwoo Kim, Olivier Siohan, Mitchel Weintraub, Erik McDermott, Richard Rose, Matt Shannon
2017	A	`conf`	An Analysis of "Attention" in Sequence-to-Sequence Models. INTERSPEECH Rohit Prabhavalkar, Tara N. Sainath, Bo Li, Kanishka Rao, Navdeep Jaitly
2017	J	`jnl`	An analysis of incorporating an external language model into a sequence-to-sequence model. CoRR Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Tara N. Sainath, Zhifeng Chen, Rohit Prabhavalkar
2017	A	`conf`	Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training. INTERSPEECH Tara N. Sainath, Vijayaditya Peddinti, Olivier Siohan, Arun Narayanan
2017	A	`conf`	Endpoint Detection Using Grid Long Short-Term Memory Networks for Streaming Speech Recognition. INTERSPEECH Shuo-Yiin Chang, Bo Li, Tara N. Sainath, Gabor Simko, Carolina Parada
2017	A	`conf`	Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home. INTERSPEECH Chanwoo Kim, Ananya Misra, Kean K. Chin, Thad Hughes, Arun Narayanan, Tara N. Sainath, Michiel Bacchiani
2017	A	`conf`	Highway-LSTM and Recurrent Highway Networks for Speech Recognition. INTERSPEECH Golan Pundak, Tara N. Sainath
2017	J	`jnl`	Improving the Performance of Online Neural Transducer Models. CoRR Tara N. Sainath, Chung-Cheng Chiu, Rohit Prabhavalkar, Anjuli Kannan, Yonghui Wu, Patrick Nguyen, Zhifeng Chen
2017	C	`conf`	Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow. ASRU Khe Chai Sim, Arun Narayanan, Tom Bagby, Tara N. Sainath, Michiel Bacchiani
2017	J	`jnl`	Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. CoRR Rohit Prabhavalkar, Tara N. Sainath, Yonghui Wu, Patrick Nguyen, Zhifeng Chen, Chung-Cheng Chiu, Anjuli Kannan
2017	J	`jnl`	Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. CoRR Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao
2017	J	`jnl`	Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim
2017	J	`jnl`	Multilingual Speech Recognition With A Single End-To-End Model. CoRR Shubham Toshniwal, Tara N. Sainath, Ron J. Weiss, Bo Li, Pedro J. Moreno, Eugene Weinstein, Kanishka Rao
2017	J	`jnl`	No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. CoRR Tara N. Sainath, Rohit Prabhavalkar, Shankar Kumar, Seungji Lee, Anjuli Kannan, David Rybach, Vlad Schogol, Patrick Nguyen, Bo Li, Yonghui Wu, Zhifeng Chen, Chung-Cheng Chiu
2017	J	`jnl`	Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. IEEE Trans. Parallel Distributed Syst. I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury
2017	—	`ch.`	Raw Multichannel Processing Using Deep Neural Networks. New Era for Robust Speech Recognition, Exploiting Deep Learning Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim
2017	A	`conf`	Reducing the Computational Complexity of Two-Dimensional LSTMs. INTERSPEECH Bo Li, Tara N. Sainath
2017	J	`jnl`	State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
2016	A	`conf`	Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling. INTERSPEECH Ehsan Variani, Tara N. Sainath, Izhak Shafran, Michiel Bacchiani
2016	Misc	`conf`	Factored spatial and spectral multichannel raw waveform CLDNNs. ICASSP Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
2016	A	`conf`	Feature Learning with Raw-Waveform CLDNNs for Voice Activity Detection. INTERSPEECH Rubén Zazo, Tara N. Sainath, Gabor Simko, Carolina Parada
2016	J	`jnl`	Learning Compact Recurrent Neural Networks. CoRR Zhiyun Lu, Vikas Sindhwani, Tara N. Sainath
2016	Misc	`conf`	Learning compact recurrent neural networks. ICASSP Zhiyun Lu, Vikas Sindhwani, Tara N. Sainath
2016	A	`conf`	Lower Frame Rate Neural Network Acoustic Models. INTERSPEECH Golan Pundak, Tara N. Sainath
2016	A	`conf`	Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks. INTERSPEECH Tara N. Sainath, Bo Li
2016	A	`conf`	Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition. INTERSPEECH Bo Li, Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Michiel Bacchiani
2016	A	`conf`	Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. INTERSPEECH Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
2015	C	`conf`	Acoustic modelling with CD-CTC-SMBR LSTM RNNS. ASRU Andrew W. Senior, Hasim Sak, Felix de Chaumont Quitry, Tara N. Sainath, Kanishka Rao
2015	Misc	`conf`	Automatic gain control and multi-style training for robust small-footprint keyword spotting with deep neural networks. ICASSP Rohit Prabhavalkar, Raziel Alvarez, Carolina Parada, Preetum Nakkiran, Tara N. Sainath
2015	A	`conf`	Convolutional neural networks for small-footprint keyword spotting. INTERSPEECH Tara N. Sainath, Carolina Parada
2015	Misc	`conf`	Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks. ICASSP Tara N. Sainath, Oriol Vinyals, Andrew W. Senior, Hasim Sak
2015	J	`jnl`	Deep Convolutional Neural Networks for Large-scale Speech Tasks. Neural Networks Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran
2015	A	`conf`	Large vocabulary automatic speech recognition for children. INTERSPEECH Hank Liao, Golan Pundak, Olivier Siohan, Melissa K. Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew W. Senior, Françoise Beaufays, Michiel Bacchiani
2015	A	`conf`	Learning the speech front-end with raw waveform CLDNNs. INTERSPEECH Tara N. Sainath, Ron J. Weiss, Andrew W. Senior, Kevin W. Wilson, Oriol Vinyals
2015	A	`conf`	Locally-connected and convolutional neural networks for small footprint speaker recognition. INTERSPEECH Yu-Hsin Chen, Ignacio López-Moreno, Tara N. Sainath, Mirkó Visontai, Raziel Alvarez, Carolina Parada
2015	Misc	`conf`	Query-by-example keyword spotting using long short-term memory networks. ICASSP Guoguo Chen, Carolina Parada, Tara N. Sainath
2015	C	`conf`	Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior
2015	—	`conf`	Structured Transforms for Small-Footprint Deep Learning. NIPS Vikas Sindhwani, Tara N. Sainath, Sanjiv Kumar
2015	J	`jnl`	Structured Transforms for Small-Footprint Deep Learning. CoRR Vikas Sindhwani, Tara N. Sainath, Sanjiv Kumar
2014	Misc	`conf`	Deep Scattering Spectrum with deep neural networks. ICASSP Vijayaditya Peddinti, Tara N. Sainath, Shay Maymon, Bhuvana Ramabhadran, David Nahamoo, Vaibhava Goel
2014	A	`conf`	Deep scattering spectra with deep neural networks for LVCSR tasks. INTERSPEECH Tara N. Sainath, Vijayaditya Peddinti, Brian Kingsbury, Petr Fousek, Bhuvana Ramabhadran, David Nahamoo
2014	Misc	`conf`	Improvements to filterbank and delta learning within a deep neural network framework. ICASSP Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George Saon, Bhuvana Ramabhadran
2014	Misc	`conf`	Joint training of convolutional and non-convolutional neural networks. ICASSP Hagen Soltau, George Saon, Tara N. Sainath
2014	Misc	`conf`	Kernel methods match Deep Neural Networks on TIMIT. ICASSP Po-Sen Huang, Haim Avron, Tara N. Sainath, Vikas Sindhwani, Bhuvana Ramabhadran
2014	A	`conf`	Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. SC I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury
2014	A	`conf`	Parallel deep neural network training for LVCSR tasks using blue gene/Q. INTERSPEECH Tara N. Sainath, I-Hsin Chung, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Brian Kingsbury, George Saon, Vernon Austel, Upendra V. Chaudhari
2013	C	`conf`	Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling. ASRU Tara N. Sainath, Lior Horesh, Brian Kingsbury, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	Misc	`conf`	An evaluation of posterior modeling techniques for phonetic recognition. ICASSP Rohit Prabhavalkar, Tara N. Sainath, David Nahamoo, Bhuvana Ramabhadran, Dimitri Kanevsky
2013	Misc	`conf`	Deep convolutional neural networks for LVCSR. ICASSP Tara N. Sainath, Abdel-rahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran
2013	Misc	`conf`	Developing speech recognition systems for corpus indexing under the IARPA Babel program. ICASSP Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Janice Kim, Brian Kingsbury, Jonathan Mamou, Lidia Mangu, Michael Picheny, Tara N. Sainath, Abhinav Sethy
2013	C	`conf`	Improvements to Deep Convolutional Neural Networks for LVCSR. ASRU Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	J	`jnl`	Improvements to deep convolutional neural networks for LVCSR. CoRR Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	Misc	`conf`	Improving deep neural networks for LVCSR using rectified linear units and dropout. ICASSP George E. Dahl, Tara N. Sainath, Geoffrey E. Hinton
2013	J	`jnl`	Improving training time of Hessian-free optimization for deep neural networks using preconditioning and sampling. CoRR Tara N. Sainath, Lior Horesh, Brian Kingsbury, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
2013	C	`conf`	Learning filter banks within a deep neural network framework. ASRU Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, Bhuvana Ramabhadran
2013	Misc	`conf`	Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets. ICASSP Tara N. Sainath, Brian Kingsbury, Vikas Sindhwani, Ebru Arisoy, Bhuvana Ramabhadran
2013	J	`jnl`	Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks. IEEE Trans. Speech Audio Process. Tara N. Sainath, Brian Kingsbury, Hagen Soltau, Bhuvana Ramabhadran
2012	Misc	`conf`	Auto-encoder bottleneck features using deep belief networks. ICASSP Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran
2012	—	`conf`	Deep Neural Network Language Models. WLM@NAACL-HLT Ebru Arisoy, Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran
2012	A	`conf`	Enhancing Exemplar-Based Posteriors for Speech Recognition Tasks. INTERSPEECH Tara N. Sainath, David Nahamoo, Dimitri Kanevsky, Bhuvana Ramabhadran
2012	J	`jnl`	Exemplar-Based Processing for Speech Recognition: An Overview. IEEE Signal Process. Mag. Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Dirk Van Compernolle, Kris Demuynck, Jort F. Gemmeke, Jerome R. Bellegarda, Shiva Sundaram
2012	Misc	`conf`	Improved pre-training of Deep Belief Networks using Sparse Encoding Symmetric Machines. ICASSP Christian Plahl, Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo
2012	Misc	`conf`	N-best entropy based data selection for acoustic modeling. ICASSP Nobuyasu Itoh, Tara N. Sainath, Dan-Ning Jiang, Jie Zhou, Bhuvana Ramabhadran
2012	A	`conf`	Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization. INTERSPEECH Brian Kingsbury, Tara N. Sainath, Hagen Soltau
2011	C	`conf`	A convex hull approach to sparse representations for exemplar-based speech recognition. ASRU Tara N. Sainath, David Nahamoo, Dimitri Kanevsky, Bhuvana Ramabhadran, Parikshit M. Shah
2011	Misc	`conf`	A-Functions: A generalization of Extended Baum-Welch transformations to convex optimization. ICASSP Dimitri Kanevsky, David Nahamoo, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen
2011	Misc	`conf`	Application specific loss minimization using gradient boosting. ICASSP Bin Zhang, Abhinav Sethy, Tara N. Sainath, Bhuvana Ramabhadran
2011	A	`conf`	Convergence of Line Search A-Function Methods. INTERSPEECH Dimitri Kanevsky, David Nahamoo, Tara N. Sainath, Bhuvana Ramabhadran
2011	Misc	`conf`	Deep Belief Networks using discriminative features for phone recognition. ICASSP Abdel-rahman Mohamed, Tara N. Sainath, George E. Dahl, Bhuvana Ramabhadran, Geoffrey E. Hinton, Michael A. Picheny
2011	J	`jnl`	Exemplar-Based Sparse Representation Features: From TIMIT to LVCSR. IEEE ACM Trans. Audio Speech Lang. Process. Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, David Nahamoo, Dimitri Kanevsky
2011	Misc	`conf`	Exemplar-based Sparse Representation phone identification features. ICASSP Tara N. Sainath, David Nahamoo, Bhuvana Ramabhadran, Dimitri Kanevsky, Vaibhava Goel, Parikshit M. Shah
2011	C	`conf`	Making Deep Belief Networks effective for large vocabulary continuous speech recognition. ASRU Tara N. Sainath, Brian Kingsbury, Bhuvana Ramabhadran, Petr Fousek, Petr Novák, Abdel-rahman Mohamed
2011	A	`conf`	Reducing Computational Complexities of Exemplar-Based Sparse Representations with Applications to Large Vocabulary Speech Recognition. INTERSPEECH Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky
2010	A*	`conf`	A voice-commandable robotic forklift working alongside humans in minimally-prepared outdoor environments. ICRA Seth J. Teller, Matthew R. Walter, Matthew E. Antone, Andrew Correa, Randall Davis, Luke Fletcher, Emilio Frazzoli, Jim Glass, Jonathan P. How, Albert S. Huang, Jeong hwan Jeon, Sertac Karaman, Brandon Luders, Nicholas Roy, Tara N. Sainath
2010	A	`conf`	An analysis of sparseness and regularization in exemplar-based methods for speech classification. INTERSPEECH Dimitri Kanevsky, Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo
2010	Misc	`conf`	Bayesian compressive sensing for phonetic classification. ICASSP Tara N. Sainath, Avishy Carmi, Dimitri Kanevsky, Bhuvana Ramabhadran
2010	A	`conf`	Data selection for language modeling using sparse representations. INTERSPEECH Abhinav Sethy, Tara N. Sainath, Bhuvana Ramabhadran, Dimitri Kanevsky
2010	A	`conf`	Incorporating sparse representation phone identification features in automatic speech recognition using exponential families. INTERSPEECH Vaibhava Goel, Tara N. Sainath, Bhuvana Ramabhadran, Peder A. Olsen, David Nahamoo, Dimitri Kanevsky
2010	C	`conf`	Kalman filtering for compressed sensing. FUSION Dimitri Kanevsky, Avishy Carmi, Lior Horesh, Pini Gurfil, Bhuvana Ramabhadran, Tara N. Sainath
2010	A	`conf`	Sparse representation features for speech recognition. INTERSPEECH Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Abhinav Sethy
2010	A	`conf`	Sparse representations for text categorization. INTERSPEECH Tara N. Sainath, Sameer Maskey, Dimitri Kanevsky, Bhuvana Ramabhadran, David Nahamoo, Julia Hirschberg
2010	Misc	`conf`	The Use of isometric transformations and bayesian estimation in compressive sensing for fMRI classification. ICASSP Avishy Carmi, Tara N. Sainath, Pini Gurfil, Dimitri Kanevsky, David Nahamoo, Bhuvana Ramabhadran
2009	Misc	`conf`	A generalized family of parameter estimation techniques. ICASSP Dimitri Kanevsky, Tara N. Sainath, Bhuvana Ramabhadran
2009	C	`conf`	An exploration of large vocabulary tools for small vocabulary phonetic recognition. ASRU Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny
2009	—	`—`	Applications of broad class knowledge for noise robust speech recognition. Tara N. Sainath
2009	C	`conf`	Island-driven search using broad phonetic classes. ASRU Tara N. Sainath
2008	A	`conf`	A comparison of broad phonetic and acoustic units for noise robust segment-based phonetic recognition. INTERSPEECH Tara N. Sainath, Victor Zue
2008	A	`conf`	Generalization of extended baum-welch parameter estimation for discriminative training and decoding. INTERSPEECH Dimitri Kanevsky, Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo
2008	Misc	`conf`	Gradient steepness metrics using extended Baum-Welch transformations for universal pattern recognition tasks. ICASSP Tara N. Sainath, Dimitri Kanevsky, Bhuvana Ramabhadran
2007	A	`conf`	Audio classification using extended baum-welch transformations. INTERSPEECH Tara N. Sainath, Victor Zue, Dimitri Kanevsky
2007	C	`conf`	Broad phonetic class recognition in a Hidden Markov model framework using extended Baum-Welch transformations. ASRU Tara N. Sainath, Dimitri Kanevsky, Bhuvana Ramabhadran
2007	—	`conf`	Unsupervised Audio Segmentation using Extended Baum-Welch Transformations. ICASSP (1) Tara N. Sainath, Dimitri Kanevsky, Giridharan Iyengar
2006	—	`conf`	A Sinusoidal Model Approach to Acoustic Landmark Detection and Segmentation for Robust Segment-Based Speech Recognition. ICASSP (1) Tara N. Sainath, Timothy J. Hazen