Accurate and Compact Large Vocabulary Speech Recognition on Mobile Devices

Xin Lei, Andrew Senior, Alexander Gruenstein, Jeffrey Sorensen

Interspeech (2013) (to appear)

An Empirical study of learning rates in deep neural networks for speech recognition

Andrew Senior, Georg Heigold, Marc'aurelio Ranzato, Ke Yang

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013) (to appear)

Deep Neural Networks with Auxiliary Gaussian Mixture Models for Real-Time Speech Recognition

Xin Lei, Hui Lin, Georg Heigold

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013) (to appear)

Empirical Exploration of Language Modeling for the google.com Query Stream as Applied to Mobile Voice Search

Ciprian Chelba, Johan Schalkwyk

Mobile Speech and Advanced Natural Language Solutions, Springer Science+Business Media, New York (2013), pp. 197-229

Language Model Verbalization for Automatic Speech Recognition

Hasim Sak, Françoise Beaufays, Kaisuke Nakajima, Cyril Allauzen

Proc ICASSP, IEEE (2013) (to appear)

Language Modeling Capitalization

Françoise Beaufays, Brian Strope

Proc ICASSP, IEEE (2013) (to appear)

Large Scale Distributed Acoustic Modeling With Back-off N-grams

Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

IEEE Transactions on Audio, Speech and Language Processing, vol. 21 (2013), pp. 1158-1169

Monitoring the Effects of Temporal Clipping on VoIP Speech Quality

Andrew Hines, Jan Skoglund, Anil Kokaram, Naomi Harte

Interspeech 2013 (to appear)

Multiframe Deep Neural Networks for Acoustic Modeling

Vincent Vanhoucke, Matthieu Devin, Georg Heigold

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013)

Multilingual acoustic models using distributed deep neural networks

Georg Heigold, Vincent Vanhoucke, Andrew Senior, Patrick Nguyen, Marc'aurelio Ranzato, Matthieu Devin, Jeff Dean

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Vancouver, CA (2013)

On Rectified Linear Units For Speech Processing

M.D. Zeiler, M. Ranzato, R. Monga, M. Mao, K. Yang, Q.V. Le, P. Nguyen, A. Senior, V. Vanhoucke, J. Dean, G.E. Hinton

38th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver (2013)

Recurrent Neural Networks for Voice Activity Detection

Thad Hughes, Keir Mierle

ICASSP, IEEE (2013), pp. 7378-7382

Robustness of Speech Quality Metrics to Background Noise and Network Degradations: Comparing VISQOL, PESQ and POLQA

Andrew Hines, Jan Skoglund, Anil Kokaram, Naomi Harte

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2013), pp. 3697-3701

Speaker Adaptation of Context Dependent Deep Neural Networks

Hank Liao

International Conference of Acoustics, Speech, and Signal Processing. (2013) (to appear)

Speech and Natural Language: Where Are We Now And Where Are We Headed?

Ciprian Chelba

Mobile Voice Conference, San Francisco (2013)

Statistical Parametric Speech Synthesis Using Deep Neural Networks

Heiga Zen, Andrew Senior, Mike Schuster

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2013), pp. 7962-7966

Application Of Pretrained Deep Neural Networks To Large Vocabulary Speech Recognition

Navdeep Jaitly, Patrick Nguyen, Andrew Senior, Vincent Vanhoucke

Proceedings of Interspeech 2012

Buildling adaptive dialogue systems via Bayes-adaptive POMDP

Shaowei Png, Joelle Pineau, B. Chaib-draa

IEEE Journal of Selected Topics in Signal Processing, vol. vol.6(8). 2012. (2012), pp. 917-927

Chapter 17: Uncertainty Decoding, In Virtanen, Singh, & Raj (Eds.) Techniques for Noise Robustness in Automatic Speech Recognition.

Hank Liao

Wiley (2012), pp. 463-485

Continuous Space Discriminative Language Modeling

Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Prud’hommeaux, Nathan Glenn, Damianos Karakos, Brian Roark, Kenji Sagae, Murat Saraclar, Izhak Shafran, Dan Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley

ICASSP 2012

Deep Neural Networks for Acoustic Modeling in Speech Recognition

Geoffrey Hinton, Li Deng, Dong Yu, George Dahl, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara Sainath, Brian Kingsbury

Signal Processing Magazine (2012)

Distributed Acoustic Modeling with Back-off N-grams

Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

Proceedings of ICASSP 2012, IEEE, pp. 4129-4132

Distributed Discriminative Language Models for Google Voice Search

Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope

Proceedings of ICASSP 2012, IEEE, pp. 5017-5021

Estimating Word-Stability During Incremental Speech Recognition

Ian McGraw, Alexander Gruenstein

Interspeech (2012)

Google's Cross-Dialect Arabic Voice Search

Fadi Biadsy, Pedro J. Moreno, Martin Jansche

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), pp. 4441-4444

Hallucinated N-Best Lists for Discriminative Language Modeling

Kenji Sagae, Maider Lehr, Emily Tucker Prud’hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Murat Saraçlar, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hassler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2012)

Haptic Voice Recognition Grand Challenge

K. Sim, S. Zhao, K. Yu, H. Liao

14th ACM International Conference on Multimodal Interaction. (2012)

IMPROVED PREDICTION OF NEARLY-PERIODIC SIGNALS

Bastiaan Kleijn, Jan Skoglund

International Workshop on Acoustic Signal Enhancement 2012 (IWAENC2012)

Investigations on Exemplar-Based Features for Speech Recognition Towards Thousands of Hours of Unsupervised, Noisy Data

Georg Heigold, Patrick Nguyen, Mitchel Weintraub, Vincent Vanhoucke

Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Kyoto, Japan (2012), pp. 4437-4440

Japanese and Korean Voice Search

Mike Schuster, Kaisuke Nakajima

International Conference on Acoustics, Speech and Signal Processing, IEEE (2012), pp. 5149-5152

Language Modeling for Automatic Speech Recognition Meets the Web: Google Search by Voice

Ciprian Chelba, Johan Schalkwyk, Boulos Harb, Carolina Parada, Cyril Allauzen, Leif Johnson, Michael Riley, Peng Xu, Preethi Jyothi, Thorsten Brants, Vida Ha, Will Neveitt

University of Toronto (2012)

Large Scale Language Modeling in Automatic Speech Recognition

Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar

Google (2012)

Large-scale Discriminative Language Model Reranking for Voice Search

Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope

Proceedings of the NAACL-HLT 2012 Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, Association for Computational Linguistics, pp. 41-49

Learning improved linear transforms for speech recognition

Andrew Senior, Youngmin Cho, Jason Weston

ICASSP, IEEE (2012)

Music Models for Music-Speech Separation

Thad Hughes, Trausti Kristjansson

ICASSP, IEEE (2012), pp. 4917-4920

Optimal Size, Freshness and Time-frame for Voice Search Vocabulary

Maryam Kamvar, Ciprian Chelba

Google (2012)

Recognition of Multilingual Speech in Mobile Applications

Hui Lin, Jui-Ting Huang, Francoise Beaufays, Brian Strope, Yun-hsuan Sung

ICASSP (2012)

Semi-supervised Discriminative Language Modeling for Turkish ASR

Murat Saraçlar, Daniel M. Bikel, Keith Hall, Kenji Sagae

2012 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings, IEEE, Kyoto, Japan

Spectral Intersections for Non-Stationary Signal Separation

Trausti Kristjansson, Thad Hughes

Proceedings of InterSpeech 2012, Portland, OR

Speech/Nonspeech Segmentation in Web Videos

Ananya Misra

Proceedings of InterSpeech 2012

VISQOL: THE VIRTUAL SPEECH QUALITY OBJECTIVE LISTENER

Andrew Hines, Jan Skoglund, Anil Kokaram, Naomi Harte

International Workshop on Acoustic Signal Enhancement 2012 (IWAENC2012)

Voice Query Refinement

Cyril Allauzen, Edward Benson, Ciprian Chelba, Michael Riley, Johan Schalkwyk

Interspeech (2012)

A Web-Based Tool for Developing Multilingual Pronunciation Lexicons

Samantha Ainsley, Linne Ha, Martin Jansche, Ara Kim, Masayuki Nanzawa

12th Annual Conference of the International Speech Communication Association (Interspeech 2011), pp. 3331-3332

Bayesian Language Model Interpolation for Mobile Speech Input

Cyril Allauzen, Michael Riley

Interspeech 2011, pp. 1429-1432

Deploying Google Search by Voice in Cantonese

Yun-hsuan Sung, Martin Jansche, Pedro Moreno

12th Annual Conference of the International Speech Communication Association (Interspeech 2011), pp. 2865-2868

Improving the speed of neural networks on CPUs

Vincent Vanhoucke, Andrew Senior, Mark Z. Mao

Deep Learning and Unsupervised Feature Learning Workshop, NIPS 2011

Language Modeling for Automatic Speech Recognition Meets the Web: Google Search by Voice

Ciprian Chelba, Johan Schalkwyk, Boulos Harb, Carolina Parada, Cyril Allauzen, Michael Riley, Peng Xu, Thorsten Brants, Vida Ha, Will Neveitt

OGI/OHSU Seminar Series, Portland, Oregon, USA (2011)

Recognizing English Queries in Mandarin Voice Search

Hung-An Chang, Yun-hsuan Sung, Brian Strope, Francoise Beaufays

ICASSP (2011)

Speech Retrieval

Ciprian Chelba, Timothy J. Hazen, Bhuvana Ramabhadran, Murat Saraçlar

Spoken Language Understanding, John Wiley and Sons, Ltd (2011), pp. 417-446

Unsupervised Testing Strategies for ASR

Brian Strope, Doug Beeferman, Alexander Gruenstein, Xin Lei

Interspeech 2011, pp. 1685-1688

Challenges in Automatic Speech Recognition

Ciprian Chelba, Johan Schalkwyk, Michiel Bacchiani

Interspeech 2010

Decision Tree State Clustering with Word and Syllable Features

Hank Liao, Chris Alberti, Michiel Bacchiani, Olivier Siohan

Interspeech, ISCA (2010), 2958 – 2961

Discriminative Topic Segmentation of Text and Speech

Mehryar Mohri, Pedro Moreno, Eugene Weinstein

International Conference on Artificial Intelligence and Statistics (AISTATS) (2010)

Google Search by Voice: A Case Study

Johan Schalkwyk, Doug Beeferman, Francoise Beaufays, Bill Byrne, Ciprian Chelba, Mike Cohen, Maryam Garrett, Brian Strope

Advances in Speech Recognition: Mobile Environments, Call Centers and Clinics, Springer (2010), pp. 61-90

On-Demand Language Model Interpolation for Mobile Speech Input

Brandon Ballinger, Cyril Allauzen, Alexander Gruenstein, Johan Schalkwyk

Interspeech (2010), pp. 1812-1815

Search by Voice in Mandarin Chinese

Jiulong Shan, Genqing Wu, Zhihong Hu, Xiliu Tang, Martin Jansche, Pedro J. Moreno

Interspeech 2010, pp. 354-357

Unsupervised Discovery and Training of Maximally Dissimilar Cluster Models

Francoise Beaufays, Vincent Vanhoucke, Brian Strope

Proc Interspeech (2010)

A new quality measure for topic segmentation of text and speech

Mehryar Mohri, Pedro J. Moreno, Eugene Weinstein

Conference of the International Speech Communication Association (Interspeech) (2009)

Restoring Punctuation and Capitalization in Transcribed Speech

Agustín Gravano, Martin Jansche, Michiel Bacchiani

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2009), pp. 4741-4744

Revisiting Graphemes with Increasing Amounts of Data

Yun-Hsuan Sung, Thad Hughes, Francoise Beaufays, Brian Strope

ICASSP, IEEE (2009)

Web-derived Pronunciations

Arnab Ghoshal, Martin Jansche, Sanjeev Khudanpur, Michael Riley, Morgan Ulinski

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2009), pp. 4289-4292

Deploying GOOG-411: Early Lessons in Data, Measurement, and Testing

Michiel Bacchiani, Francoise Beaufays, Johan Schalkwyk, Mike Schuster, Brian Strope

Proc. ICASSP (2008)

Retrieval and Browsing of Spoken Content

Ciprian Chelba, Timothy J. Hazen, Murat Saraçlar

Signal Processing Magazine, IEEE, vol. 25 (2008), pp. 39-49

Speech Recognition with Weighted Finite-State Transducers

Mehryar Mohri, Fernando C. N. Pereira, Michael Riley

Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2008)

Speech Recognition with Weighted Finite-State Transducers

Mehryar Mohri, Fernando C. N. Pereira, Michael Riley

Handbook on Speech Processing and Speech Communication, Part E: Speech recognition, Springer-Verlag, Heidelberg, Germany (2007)