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Publication search results
found 45 matches
- 2023
- Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran:
JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition. ICASSP 2023: 1-5 - Ehsan Variani, Ke Wu, David Rybach, Cyril Allauzen, Michael Riley:
Alignment Entropy Regularization. ICASSP 2023: 1-5 - Ke Wu, Ehsan Variani, Tom Bagby, Michael Riley:
Last: Scalable Lattice-Based Speech Modelling in Jax. ICASSP 2023: 1-5 - Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran:
JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition. CoRR abs/2302.08583 (2023) - Ke Wu, Ehsan Variani, Tom Bagby, Michael Riley:
LAST: Scalable Lattice-Based Speech Modelling in JAX. CoRR abs/2304.13134 (2023) - 2022
- Neeraj Gaur, Tongzhou Chen, Ehsan Variani, Parisa Haghani, Bhuvana Ramabhadran, Pedro J. Moreno:
Multilingual Second-Pass Rescoring for Automatic Speech Recognition Systems. ICASSP 2022: 6407-6411 - Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani, Shefali Garg, Rajiv Mathews, Khe Chai Sim, Kilol Gupta, Mingqing Chen, Lara McConnaughey:
UserLibri: A Dataset for ASR Personalization Using Only Text. INTERSPEECH 2022: 694-698 - Ehsan Variani, Michael Riley, David Rybach, Cyril Allauzen, Tongzhou Chen, Bhuvana Ramabhadran:
On Adaptive Weight Interpolation of the Hybrid Autoregressive Transducer. INTERSPEECH 2022: 1646-1650 - 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:
Improving Rare Word Recognition with LM-aware MWER Training. INTERSPEECH 2022: 1031-1035 - Ehsan Variani, Ke Wu, Michael D. Riley, David Rybach, Matt Shannon, Cyril Allauzen:
Global Normalization for Streaming Speech Recognition in a Modular Framework. NeurIPS 2022 - Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno:
Modular Hybrid Autoregressive Transducer. SLT 2022: 197-204 - 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:
Improving Rare Word Recognition with LM-aware MWER Training. CoRR abs/2204.07553 (2022) - Ehsan Variani, Ke Wu, Michael Riley, David Rybach, Matt Shannon, Cyril Allauzen:
Global Normalization for Streaming Speech Recognition in a Modular Framework. CoRR abs/2205.13674 (2022) - Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani, Shefali Garg, Rajiv Mathews, Khe Chai Sim, Kilol Gupta, Mingqing Chen, Lara McConnaughey:
UserLibri: A Dataset for ASR Personalization Using Only Text. CoRR abs/2207.00706 (2022) - Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno:
Modular Hybrid Autoregressive Transducer. CoRR abs/2210.17049 (2022) - Ehsan Variani, Ke Wu, David Rybach, Cyril Allauzen, Michael Riley:
Alignment Entropy Regularization. CoRR abs/2212.12442 (2022) - 2021
- Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman:
Cascaded Encoders for Unifying Streaming and Non-Streaming ASR. ICASSP 2021: 5629-5633 - Cyril Allauzen, Ehsan Variani, Michael Riley, David Rybach, Hao Zhang:
A Hybrid Seq-2-Seq ASR Design for On-Device and Server Applications. Interspeech 2021: 4044-4048 - 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:
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech 2021: 1777-1781 - 2020
- Ehsan Variani, Tongzhou Chen, James Apfel, Bhuvana Ramabhadran, Seungji Lee, Pedro J. Moreno:
Neural Oracle Search on N-BEST Hypotheses. ICASSP 2020: 7824-7828 - Ehsan Variani, David Rybach, Cyril Allauzen, Michael Riley:
Hybrid Autoregressive Transducer (HAT). ICASSP 2020: 6139-6143 - Erik McDermott, Hasim Sak, Ehsan Variani:
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition. CoRR abs/2002.11268 (2020) - Ehsan Variani, David Rybach, Cyril Allauzen, Michael Riley:
Hybrid Autoregressive Transducer (hat). CoRR abs/2003.07705 (2020) - Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman:
Cascaded encoders for unifying streaming and non-streaming ASR. CoRR abs/2010.14606 (2020) - 2019
- Erik McDermott, Hasim Sak, Ehsan Variani:
A Density Ratio Approach to Language Model Fusion in End-to-End Automatic Speech Recognition. ASRU 2019: 434-441 - Ehsan Variani, Ananda Theertha Suresh, Mitchel Weintraub:
West: Word Encoded Sequence Transducers. ICASSP 2019: 7340-7344 - 2018
- Ehsan Variani, Tom Bagby, Kamel Lahouel, Erik McDermott, Michiel Bacchiani:
Sampled Connectionist Temporal Classification. ICASSP 2018: 4959-4963 - Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani:
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. INTERSPEECH 2018: 3028-3032 - Ehsan Variani, Ananda Theertha Suresh, Mitchel Weintraub:
WEST: Word Encoded Sequence Transducers. CoRR abs/1811.08417 (2018) - 2017
- 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:
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(5): 965-979 (2017)
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