Michiel Bacchiani
- Research Area(s)
- Machine Intelligence
- Speech Processing
Co-Authors
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Amit
Singhal
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Andrew W.
Senior
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Arnaud
Sahuguet
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Arun
Narayanan
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Bo Li
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Brian Roark
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Chris
Alberti
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Ciprian
Chelba
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Ehsan
Variani
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Erik
McDermott
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Fernando
Pereira
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Françoise
Beaufays
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Georg
Heigold
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Golan Pundak
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Hank
Liao
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Izhak
Shafran
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Kevin
Wilson
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Martin
Jansche
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Michael
Collins
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Michael
Riley
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Mike
Schuster
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Olivier
Siohan
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Pedro J.
Moreno
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Richard
Sproat
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Ron J.
Weiss
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Tara N.
Sainath
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Vincent
Vanhoucke
Google Publications
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Factored Spatial and Spectral Multichannel Raw Waveform CLDNNs
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE (2016)
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Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition
Bo Li, Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Michiel Bacchiani
Proc. Interspeech, ISCA (2016) (to appear)
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Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction
Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
Proc. Interspeech, ISCA (2016) (to appear)
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Large Vocabulary Automatic Speech Recognition for Children
Hank Liao, Golan Pundak, Olivier Siohan, Melissa Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew Senior, Françoise Beaufays, Michiel Bacchiani
Interspeech (2015)
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Speaker Location and Microphone Spacing Invariant Acoustic Modeling from Raw Multichannel Waveforms
Tara N. Sainath, Ron J. Weiss, Kevin Wilson, Arun Narayanan, Michiel Bacchiani, Andrew Senior
ASRU (2015)
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Asynchronous Stochastic Optimization for Sequence Training of Deep Neural Networks
Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew Senior, Michiel Bacchiani
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE, Firenze, Italy (2014)
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Asynchronous Stochastic Optimization for Sequence Training of Deep Neural Networks: Towards Big Data
Erik McDermott, Georg Heigold, Pedro Moreno, Andrew Senior, Michiel Bacchiani
Interspeeech, ISCA (2014)
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Asynchronous, Online, GMM-free Training of a Context Dependent Acoustic Model for Speech Recognition
M. Bacchiani, A. Senior, G. Heigold
Proceedings of the European Conference on Speech Communication and Technology (2014) (to appear)
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Context Dependent State Tying for Speech Recognition using Deep Neural Network Acoustic Models
M. Bacchiani, D. Rybach
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2014)
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GMM-Free DNN Training
A. Senior, G. Heigold, M. Bacchiani, H. Liao
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2014)
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RAPID ADAPTATION FOR MOBILE SPEECH APPLICATIONS
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2013)
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iVector-based Acoustic Data Selection
Olivier Siohan, Michiel Bacchiani
Proceedings of Interspeech (2013)
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Discriminative Features for Language Identification
C. Alberti, M. Bacchiani
INTERSPEECH (2011)
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TechWare: Mobile Media Search Resources [Best of the Web]
Z. Liu, M. Bacchiani
IEEE Signal Processing Magazine, vol. 28 (2011), pp. 142-145
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Challenges in Automatic Speech Recognition
Ciprian Chelba, Johan Schalkwyk, Michiel Bacchiani
Interspeech 2010
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Decision Tree State Clustering with Word and Syllable Features
Hank Liao, Chris Alberti, Michiel Bacchiani, Olivier Siohan
Interspeech, ISCA (2010), 2958 – 2961
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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
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Confidence Scores for Acoustic Model Adaptation
C. Gollan, M. Bacchiani
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2008)
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Deploying GOOG-411: Early Lessons in Data, Measurement, and Testing
Michiel Bacchiani, Francoise Beaufays, Johan Schalkwyk, Mike Schuster, Brian Strope
Proc. ICASSP (2008)
Previous Publications
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An Audio Indexing System for Election Video Material
Christopher Alberti, Michiel Bacchiani, Ari Bezman, Ciprian Chelba, Anastassia Drofa, Hank Liao, Pedro Moreno, Ted Power, Arnaud Sahuguet, Maria Shugrina, Olivier Siohan
Proceedings of ICASSP (2009), pp. 4873-4876
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MAP adaptation of stochastic grammars
M. Bacchiani, M. Riley, B. Roark, R. Sproat
Computer Speech and Language, vol. 20 (2006), pp. 41-68
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Fast vocabulary-independent audio search using path-based graph indexing
Olivier Siohan, Michiel Bacchiani
INTERSPEECH (2005), pp. 53-56
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Improved name recognition with meta-data dependent name networks
S. Maskey, M. Bacchiani, B. Roark, R. Sproat
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2004)
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Language model adaptation with MAP estimation and the perceptron algorithm
M. Bacchiani, B. Roark, M. Saraclar
Proceedings of the HLT-NAACL (2004)
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Meta-data Conditional Language Modeling
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2004)
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Supervised and unsupervised PCFG adaptation to novel domains
Brian Roark, Michiel Bacchiani
HLT-NAACL (2003)
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Unsupervised Language Model Adaptation
Proceedings of the International Conference on Acoustics,Speech and Signal Processing (2003)
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Combining Maximum Likelihood and Maximum A Posteriori Estimation for Detailed Acoustic Modeling of Context Dependency
Proceedings of the International conference on Spoken Language Processing (2002), pp. 2593-2596
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SCANMail: a voicemail interface that makes speech browsable, readable and searchable
Steve Whittaker, Julia Hirschberg, Brian Amento, Litza A. Stark, Michiel Bacchiani, Philip L. Isenhour, Larry Stead, Gary Zamchick, Aaron Rosenberg
CHI (2002), pp. 275-282
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Audio Browsing and Search in the Voicemail Domain
Julia Hirschberg, Michiel Bacchiani, Philip L. Isenhour
NLPRS (2001), pp. 3-8
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Caller Identification for the SCANMail Voicemail Browser
A. Rosenberg, J. Hirschberg, M. Bacchiani, S. Parthasarathy, P. Isenhour, L. Stead
Proceedings of the European Conference on Speech Communication and Technology (2001)
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SCANMail: Audio Navigation in the Voicemail Domain
M. Bacchiani, J. Hirschberg, A. Rosenberg, S. Whittaker, D. Hindle, P. Isenhour, M. Jones, L. Stark, G. Zamchick
Proceedings of the workshop on Human Language Technology (2001)
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SCANMail: Browsing and Searching Speech Data by Content
J. Hirschberg, M. Bacchiani, D. Hindle, P. Isenhour, A. Rosenberg, L. Stark, L. Stead, S. Whittaker, G. Zamchick
Proceedings of the European Conference on Speech Communication and Technology (2001)
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Using Maximum Likelihood Linear Regression for Segment Clustering and Speaker Identification
Proceedings of the International conference on Spoken Language Processing (2000), pp. 536-539
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AT&T at TREC-8
Amit Singhal, Steven P. Abney, Michiel Bacchiani, Michael Collins, Donald Hindle, Fernando C. N. Pereira
TREC (1999)
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Joint Lexicon, Acoustic Unit Inventory and Model Design
M. Bacchiani, M. Ostendorf
Speech Communication, vol. 29 (1999), pp. 99-114
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Joint Acoustic Unit Design and Lexicon Generation
M. Bacchiani, M. Ostendorf
roceedings ESCA Workshop on Modeling Pronunciation Variation for Automatic Speech Recognition (1998), pp. 7-12
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Using Automatically-Derived Acoustic Sub-word Units in Large Vocabulary Speech Recognition
M. Bacchiani, M. Ostendorf
Proceedings of the International conference on Spoken Language Processing (1998)
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Design of a Speech Recognition System based on Non-Uniform Segmental Units
M. Bacchiani, M. Ostendorf, Y. Sagisaka, K.K. Paliwal
Proceedings of the International Conference on Acoustics, Speech and Signal Processing, IEEE (1996), pp. 443-446
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Modeling Systematic Variations in Pronunciation via a Language-Dependent Hidden Speaking Mode
M. Ostendorf, B. Byrne, M. Bacchiani, M. Finke, A. Gunawardana, K. Ross, S. Roweis, E. Shriberg, D. Talkin, A. Waibel, B. Wheatley, T. Zeppenfeld
Proceedings of the International conference on Spoken Language Processing (1996)
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Minimum Classification Error Training for Feature Extraction and Pattern Classification in Speech Recognition
K.K. Paliwal, M. Bacchiani, Y. Sagisaka
Eurospeech '95 (1995), pp. 541-544
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Simultaneous Design of Feature Extractor and Pattern Classifier using the Minimum Classification Error Training Algorithm
K.K. Paliwal, M. Bacchiani, Y. Sagisaka
Proceedings of the IEEE workshop on Neural Networks for Signal Processing, IEEE (1995), pp. 67-76
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Unsupervised Learning of Non-Uniform Segmental Units for Acoustic Modeling in Speech Recognition
M. Bacchiani, M. Ostendorf, Y. Sagisaka, K.K. Paliwal
Proceedings of the IEEE workshop on Automatic Speech Recognition, IEEE (1995), pp. 141-142
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Optimization of time-frequency masking filters using the minimum error classification criterion
Michiel Bacchiani, Kiyoaki Aikawa
Proceedings of the International Conference on Acoustics, Speech and Signal Processing, IEEE (1994), pp. 485-488
