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David Rybach
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2020 – today
- 2023
- [c52]Tongzhou Chen, Cyril Allauzen, Yinghui Huang, Daniel S. Park, David Rybach, W. Ronny Huang, Rodrigo Cabrera, Kartik Audhkhasi, Bhuvana Ramabhadran, Pedro J. Moreno, Michael Riley:
Large-Scale Language Model Rescoring on Long-Form Data. ICASSP 2023: 1-5 - [c51]W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman:
E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. ICASSP 2023: 1-5 - [c50]Ehsan Variani, Ke Wu, David Rybach, Cyril Allauzen, Michael Riley:
Alignment Entropy Regularization. ICASSP 2023: 1-5 - [c49]Weiran Wang, Ding Zhao, Shaojin Ding, Hao Zhang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Yanzhang He, Ian McGraw, Shankar Kumar:
Multi-Output RNN-T Joint Networks for Multi-Task Learning of ASR and Auxiliary Tasks. ICASSP 2023: 1-5 - [i19]Tongzhou Chen, Cyril Allauzen, Yinghui Huang, Daniel S. Park, David Rybach, W. Ronny Huang, Rodrigo Cabrera, Kartik Audhkhasi, Bhuvana Ramabhadran, Pedro J. Moreno, Michael Riley:
Large-scale Language Model Rescoring on Long-form Data. CoRR abs/2306.08133 (2023) - 2022
- [c48]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:
Improving The Latency And Quality Of Cascaded Encoders. ICASSP 2022: 8112-8116 - [c47]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 - [c46]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 - [c45]W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Tara N. Sainath, Rohit Prabhavalkar, Cal Peyser, Zhiyun Lu, Cyril Allauzen:
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. INTERSPEECH 2022: 4995-4999 - [c44]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 - [i18]Andreas Kabel, Keith B. Hall, Tom Ouyang, David Rybach, Daan van Esch, Françoise Beaufays:
Handling Compounding in Mobile Keyboard Input. CoRR abs/2201.06469 (2022) - [i17]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) - [i16]W. Ronny Huang, Shuo-Yiin Chang, David Rybach, Rohit Prabhavalkar, Tara N. Sainath, Cyril Allauzen, Cal Peyser, Zhiyun Lu:
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR. CoRR abs/2204.10749 (2022) - [i15]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) - [i14]W. Ronny Huang, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, David Rybach, Robert David, Rohit Prabhavalkar, Cyril Allauzen, Cal Peyser, Trevor D. Strohman:
E2E Segmentation in a Two-Pass Cascaded Encoder ASR Model. CoRR abs/2211.15432 (2022) - [i13]Ehsan Variani, Ke Wu, David Rybach, Cyril Allauzen, Michael Riley:
Alignment Entropy Regularization. CoRR abs/2212.12442 (2022) - 2021
- [c43]Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath:
Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP 2021: 5659-5663 - [c42]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 - [c41]W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman:
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. Interspeech 2021: 2002-2006 - [c40]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 - [i12]W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman:
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition. CoRR abs/2104.04552 (2021) - 2020
- [c39]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:
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP 2020: 6059-6063 - [c38]Ehsan Variani, David Rybach, Cyril Allauzen, Michael Riley:
Hybrid Autoregressive Transducer (HAT). ICASSP 2020: 6139-6143 - [c37]Shuo-Yiin Chang, Bo Li, David Rybach, Yanzhang He, Wei Li, Tara N. Sainath, Trevor Strohman:
Low Latency Speech Recognition Using End-to-End Prefetching. INTERSPEECH 2020: 1962-1966 - [c36]Tara N. Sainath, Ruoming Pang, David Rybach, Basi García, Trevor Strohman:
Emitting Word Timings with End-to-End Models. INTERSPEECH 2020: 3615-3619 - [i11]Ehsan Variani, David Rybach, Cyril Allauzen, Michael Riley:
Hybrid Autoregressive Transducer (hat). CoRR abs/2003.07705 (2020) - [i10]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:
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR abs/2003.12710 (2020) - [i9]Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath:
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR abs/2012.06749 (2020)
2010 – 2019
- 2019
- [c35]Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman:
Recognizing Long-Form Speech Using Streaming End-to-End Models. ASRU 2019: 920-927 - [c34]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:
Streaming End-to-end Speech Recognition for Mobile Devices. ICASSP 2019: 6381-6385 - [c33]Ding Zhao, Tara N. Sainath, David Rybach, Pat Rondon, Deepti Bhatia, Bo Li, Ruoming Pang:
Shallow-Fusion End-to-End Contextual Biasing. INTERSPEECH 2019: 1418-1422 - [c32]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:
Two-Pass End-to-End Speech Recognition. INTERSPEECH 2019: 2773-2777 - [c31]Kazuki Irie, Rohit Prabhavalkar
, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen:
On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. INTERSPEECH 2019: 3800-3804 - [i8]Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen:
Model Unit Exploration for Sequence-to-Sequence Speech Recognition. CoRR abs/1902.01955 (2019) - [i7]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:
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR abs/1902.08295 (2019) - [i6]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:
Two-Pass End-to-End Speech Recognition. CoRR abs/1908.10992 (2019) - [i5]Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman:
Recognizing long-form speech using streaming end-to-end models. CoRR abs/1910.11455 (2019) - 2018
- [c30]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:
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. ICASSP 2018: 5859-5863 - [c29]Ian Williams, Anjuli Kannan, Petar S. Aleksic, David Rybach, Tara N. Sainath:
Contextual Speech Recognition in End-to-end Neural Network Systems Using Beam Search. INTERSPEECH 2018: 2227-2231 - [i4]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:
Streaming End-to-end Speech Recognition For Mobile Devices. CoRR abs/1811.06621 (2018) - 2017
- [c28]David Rybach, Michael Riley, Johan Schalkwyk:
On lattice generation for large vocabulary speech recognition. ASRU 2017: 228-235 - [c27]Lars Hellsten, Brian Roark, Prasoon Goyal, Cyril Allauzen, Françoise Beaufays, Tom Ouyang, Michael Riley, David Rybach:
Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers. FSMNLP 2017: 10-19 - [i3]Tom Ouyang, David Rybach, Françoise Beaufays, Michael Riley:
Mobile Keyboard Input Decoding with Finite-State Transducers. CoRR abs/1704.03987 (2017) - [i2]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:
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models. CoRR abs/1712.01864 (2017) - 2016
- [c26]Ian McGraw, Rohit Prabhavalkar, Raziel Alvarez, Montse Gonzalez Arenas, Kanishka Rao, David Rybach, Ouais Alsharif, Hasim Sak, Alexander Gruenstein, Françoise Beaufays, Carolina Parada:
Personalized speech recognition on mobile devices. ICASSP 2016: 5955-5959 - [i1]Ian McGraw, Rohit Prabhavalkar, Raziel Alvarez, Montse Gonzalez Arenas, Kanishka Rao, David Rybach, Ouais Alsharif, Hasim Sak, Alexander Gruenstein, Françoise Beaufays, Carolina Parada:
Personalized Speech recognition on mobile devices. CoRR abs/1603.03185 (2016) - 2015
- [c25]Olivier Siohan, David Rybach:
Multitask learning and system combination for automatic speech recognition. ASRU 2015: 589-595 - [c24]Petar S. Aleksic, Mohammadreza Ghodsi, Assaf Hurwitz Michaely, Cyril Allauzen, Keith B. Hall, Brian Roark, David Rybach, Pedro J. Moreno:
Bringing contextual information to google speech recognition. INTERSPEECH 2015: 468-472 - [c23]Keith B. Hall, Eunjoon Cho, Cyril Allauzen, Françoise Beaufays, Noah Coccaro, Kaisuke Nakajima, Michael Riley, Brian Roark, David Rybach, Linda Zhang:
Composition-based on-the-fly rescoring for salient n-gram biasing. INTERSPEECH 2015: 1418-1422 - 2014
- [b1]David Rybach:
Investigations on search methods for speech recognition using weighted finite-state transducers. RWTH Aachen University, 2014, pp. 1-184 - [j3]David Rybach, Michael Riley, Chris Alberti:
Direct construction of compact context-dependency transducers from data. Comput. Speech Lang. 28(1): 177-191 (2014) - [c22]Michiel Bacchiani, David Rybach:
Context dependent state tying for speech recognition using deep neural network acoustic models. ICASSP 2014: 230-234 - 2013
- [j2]David Rybach, Hermann Ney, Ralf Schlüter:
Lexical Prefix Tree and WFST: A Comparison of Two Dynamic Search Concepts for LVCSR. IEEE Trans. Speech Audio Process. 21(6): 1295-1307 (2013) - [c21]Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlüter
Open vocabulary handwriting recognition using combined word-level and character-level language models. ICASSP 2013: 8257-8261 - 2012
- [j1]Björn Hoffmeister, Georg Heigold, David Rybach, Ralf Schlüter
WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding. IEEE Trans. Speech Audio Process. 20(2): 551-564 (2012) - [c20]David Rybach, Ralf Schlüter
Silence is golden: Modeling non-speech events in WFST-based dynamic network decoders. ICASSP 2012: 4205-4208 - [c19]David Nolden, David Rybach, Ralf Schlüter
Joining advantages of word-conditioned and token-passing decoding. ICASSP 2012: 4425-4428 - [c18]M. Ali Basha Shaik, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Hierarchical hybrid language models for open vocabulary continuous speech recognition using WFST. SAPA@INTERSPEECH 2012: 46-51 - 2011
- [c17]David Rybach, Ralf Schlüter
A comparative analysis of dynamic network decoding. ICASSP 2011: 5184-5187 - 2010
- [c16]David Rybach, Michael Riley:
Direct construction of compact context-dependency transducers from data. INTERSPEECH 2010: 218-221 - [c15]Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen:
Parallel lexical-tree based LVCSR on multi-core processors. INTERSPEECH 2010: 1485-1488
2000 – 2009
- 2009
- [c14]David Rybach, Christian Gollan, Ralf Schlüter
Audio segmentation for speech recognition using segment features. ICASSP 2009: 4197-4200 - [c13]Philippe Dreuw, David Rybach, Christian Gollan, Hermann Ney:
Writer Adaptive Training and Writing Variant Model Refinement for Offline Arabic Handwriting Recognition. ICDAR 2009: 21-25 - [c12]Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney:
Investigations on convex optimization using log-linear HMMs for digit string recognition. INTERSPEECH 2009: 216-219 - [c11]David Rybach, Christian Gollan, Georg Heigold, Björn Hoffmeister, Jonas Lööf, Ralf Schlüter, Hermann Ney:
The RWTH aachen university open source speech recognition system. INTERSPEECH 2009: 2111-2114 - [c10]Amr El-Desoky, Christian Gollan, David Rybach, Ralf Schlüter, Hermann Ney:
Investigating the use of morphological decomposition and diacritization for improving Arabic LVCSR. INTERSPEECH 2009: 2679-2682 - [c9]Naveen Parihar, Ralf Schlüter, David Rybach, Eric A. Hansen:
Parallel fast likelihood computation for LVCSR using mixture decomposition. INTERSPEECH 2009: 3047-3050 - [c8]Henrik Schulz, José A. R. Fonollosa, David Rybach:
Transcription of Catalan Broadcast Conversation. TSD 2009: 154-161 - 2008
- [c7]Dimitra Vergyri, Arindam Mandal, Wen Wang, Andreas Stolcke, Jing Zheng, Martin Graciarena, David Rybach, Christian Gollan, Ralf Schlüter, Katrin Kirchhoff, Arlo Faria, Nelson Morgan:
Development of the SRI/nightingale Arabic ASR system. INTERSPEECH 2008: 1437-1440 - 2007
- [c6]David Rybach, Stefan Hahn, Christian Gollan, Ralf Schlüter
Advances in Arabic broadcast news transcription at RWTH. ASRU 2007: 449-454 - [c5]Jonas Lööf, Christian Gollan, Stefan Hahn, Georg Heigold, Björn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlüter, Hermann Ney:
The RWTH 2007 TC-STAR evaluation system for european English and Spanish. INTERSPEECH 2007: 2145-2148 - [c4]Philippe Dreuw, David Rybach, Thomas Deselaers, Morteza Zahedi, Hermann Ney:
Speech recognition techniques for a sign language recognition system. INTERSPEECH 2007: 2513-2516 - 2006
- [c3]Morteza Zahedi, Philippe Dreuw, David Rybach, Thomas Deselaers, Hermann Ney:
Geometric Features for Improving Continuous Appearance-based Sign Language Recognition. BMVC 2006: 1019-1028 - [c2]Philippe Dreuw, Thomas Deselaers, David Rybach, Daniel Keysers, Hermann Ney:
Tracking Using Dynamic Programming for Appearance-Based Sign Language Recognition. FGR 2006: 293-298 - 2005
- [c1]David Rybach, Daniel Keysers, Hermann Ney:
Erweiterung eines holistischen statistischen Bilderkenners zur Verwendung von mehreren Merkmalen. Informatiktage 2005: 155-158
Coauthor Index
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