Michiel Bacchiani

发表

Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow

Tara N. Sainath, Arun Narayanan, Khe Chai Sim, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Meta-data conditional language modeling

Brian Roark, Michiel Bacchiani, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Joint Phoneme-Grapheme Model for End-To-End Speech Recognition

Michiel Bacchiani, Yotaro Kubo, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition

Tara N. Sainath, Michiel Bacchiani, Ron J. Weiss, 2016, INTERSPEECH.

Audio Browsing and Search in the Voicemail Domain

Julia Hirschberg, Michiel Bacchiani, Philip L. Isenhour, 2001, NLPRS.

Restoring punctuation and capitalization in transcribed speech

Michiel Bacchiani, Martin Jansche, Agustín Gravano, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Acoustic Modeling for Google Home

Mitch Weintraub, Tara N. Sainath, Arun Narayanan, 2017, INTERSPEECH.

Supervised and unsupervised PCFG adaptation to novel domains

Brian Roark, Michiel Bacchiani, M. Bacchiani, 2003, NAACL.

Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimization of time-frequency masking filters using the minimum classification error criterion

Michiel Bacchiani, Kiyoaki Aikawa, 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

Speech recognition based on acoustically derived segment units

Kuldip K. Paliwal, Yoshinori Sagisaka, Michiel Bacchiani, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

A study on spontaneous speech recognition using acoustically derived segment units

Mari Ostendorf, Yoshinori Sagisaka, Michiel Bacchiani, 1996 .

TechWare: Mobile Media Search Resources [Best of the Web]

Zhu Liu, Michiel Bacchiani, 2011, IEEE Signal Process. Mag..

Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

TechWare: Mobile Media Search Resources

Zhu Liu, Michiel Bacchiani, 2011 .

AT&T at TREC-8

Michael Collins, Michiel Bacchiani, Amit Singhal, 1999, TREC.

Simultaneous design of feature extractor and pattern classifier using the minimum classification error training algorithm

Kuldip K. Paliwal, Yoshinori Sagisaka, Michiel Bacchiani, 1995, Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing.

Joint lexicon, acoustic unit inventory and model design

Mari Ostendorf, Michiel Bacchiani, 1999, Speech Commun..

Improved name recognition with meta-data dependent name networks

Brian Roark, Richard Sproat, Michiel Bacchiani, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Speech recognition system design based on automatically derived units

Mari Ostendorf, Michiel Bacchiani, 1999 .

Sampled Connectionist Temporal Classification

Tom Bagby, Michiel Bacchiani, Erik McDermott, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Speech Research at Google to Enable Universal Speech Interfaces

Heiga Zen, Johan Schalkwyk, Michiel Bacchiani, 2017, New Era for Robust Speech Recognition, Exploiting Deep Learning.

Discriminative Features for Language Identification

Michiel Bacchiani, Christopher Alberti, 2011, INTERSPEECH.

GMM-Free DNN Training

Georg Heigold, Michiel Bacchiani, Andrew W. Senior, 2014 .

Asynchronous stochastic optimization for sequence training of deep neural networks

Georg Heigold, Michiel Bacchiani, Erik McDermott, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Large vocabulary automatic speech recognition for children

Tara N. Sainath, Olivier Siohan, Hank Liao, 2015, INTERSPEECH.

GMM-free DNN acoustic model training

Georg Heigold, Hank Liao, Michiel Bacchiani, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Decision tree state clustering with word and syllable features

Olivier Siohan, Hank Liao, Michiel Bacchiani, 2010, INTERSPEECH.

Language Model Adaptation with MAP Estimation and the Perceptron Algorithm

Brian Roark, Michiel Bacchiani, Murat Saraclar, 2004, NAACL.

Using maximum likelihood linear regression for segment clustering and speaker identification

Michiel Bacchiani, M. Bacchiani, 2000, INTERSPEECH.

Using automatically-derived acoustic sub-word units in large vocabulary speech recognition

Mari Ostendorf, Michiel Bacchiani, 1998, ICSLP.

Fast vocabulary-independent audio search using path-based graph indexing

Olivier Siohan, Michiel Bacchiani, M. Bacchiani, 2005, INTERSPEECH.

Raw Multichannel Processing Using Deep Neural Networks

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, New Era for Robust Speech Recognition, Exploiting Deep Learning.

Unsupervised language model adaptation

Brian Roark, Michiel Bacchiani, M. Bacchiani, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models

Tara N. Sainath, Navdeep Jaitly, Yonghui Wu, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Minimum classification error training algorithm for feature extractor and pattern classifier in speech recognition

Kuldip K. Paliwal, Yoshinori Sagisaka, Michiel Bacchiani, 1995, EUROSPEECH.

Rapid adaptation for mobile speech applications

Michiel Bacchiani, M. Bacchiani, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Performance of Mask Based Statistical Beamforming in a Smart Home Scenario

Tara N. Sainath, Michiel Bacchiani, Jahn Heymann, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Challenges in Automatic Speech Recognition

Michiel Bacchiani, Ciprian Chelba, Johan Schalkwyk, 2010 .

Introduction to the Issue on Far-Field Speech Processing in the Era of Deep Learning: Speech Enhancement, Separation, and Recognition

Shinji Watanabe, Shoko Araki, Reinhold Häb-Umbach, 2019, IEEE J. Sel. Top. Signal Process..

Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques

Heiga Zen, Shinji Watanabe, Tomohiro Nakatani, 2019, IEEE Signal Processing Magazine.

Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition

Tara N. Sainath, Arun Narayanan, Khe Chai Sim, 2018, INTERSPEECH.

Multi-Dialect Speech Recognition with a Single Sequence-to-Sequence Model

Tara N. Sainath, Patrick Nguyen, Zhifeng Chen, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models pdf

Arun Narayanan, Michiel Bacchiani, Chanwoo Kim, 2017, INTERSPEECH.

SCANMail: a voicemail interface that makes speech browsable, readable and searchable

Aaron E. Rosenberg, Julia Hirschberg, Michiel Bacchiani, 2002, CHI.

Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2016, INTERSPEECH.

Ivector-based Acoustic Data Selection

Olivier Siohan, Michiel Bacchiani, M. Bacchiani, 2013, INTERSPEECH.

Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling

Tara N. Sainath, Izhak Shafran, Michiel Bacchiani, 2016, INTERSPEECH.

MAP adaptation of stochastic grammars

Brian Roark, Richard Sproat, Michael Riley, 2006, Comput. Speech Lang..

Automatic transcription of voicemail at AT&T

Michiel Bacchiani, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2017, INTERSPEECH.

Design of a speech recognition system based on acoustically derived segmental units

Kuldip K. Paliwal, Mari Ostendorf, Yoshinori Sagisaka, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding

Arun Narayanan, Galen Chuang, Michiel Bacchiani, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

Combining maximum likelihood and maximum a posteriori estimation for detailed acoustic modeling of context dependency

Michiel Bacchiani, 2002, INTERSPEECH.

Unsupervised Learning of Non-uniform Segmental Units for Acoustic Modeling in Speech Recognition

Kuldip K. Paliwal, Mari Ostendorf, Yoshinori Sagisaka, 1995 .

Confidence scores for acoustic model adaptation

Michiel Bacchiani, Christian Gollan, M. Bacchiani, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition

Georg Heigold, Michiel Bacchiani, Andrew W. Senior, 2014, INTERSPEECH.

Caller identification for the SCANMail voicemail browser

Aaron E. Rosenberg, Julia Hirschberg, Michiel Bacchiani, 2001, INTERSPEECH.

End-to-End Training of Acoustic Models for Large Vocabulary Continuous Speech Recognition with TensorFlow

Tom Bagby, Michiel Bacchiani, Erik McDermott, 2017, INTERSPEECH.

Toward Domain-Invariant Speech Recognition via Large Scale Training

Arun Narayanan, Khe Chai Sim, Michiel Bacchiani, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

Factored spatial and spectral multichannel raw waveform CLDNNs

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Sound Source Separation Using Phase Difference and Reliable Mask Selection Selection

Richard M. Stern, Michiel Bacchiani, Chanwoo Kim, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

SCANMail: browsing and searching speech data by content

Aaron E. Rosenberg, Julia Hirschberg, Michiel Bacchiani, 2001, INTERSPEECH.

Deploying GOOG-411: Early lessons in data, measurement, and testing

Johan Schalkwyk, Michiel Bacchiani, Mike Schuster, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Context dependent state tying for speech recognition using deep neural network acoustic models

Michiel Bacchiani, David Rybach, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust speech recognition using temporal masking and thresholding algorithm

Richard M. Stern, Michiel Bacchiani, K. K. Chin, 2014, INTERSPEECH.

An audio indexing system for election video material

Arnaud Sahuguet, Olivier Siohan, Hank Liao, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

SCANMail: Audio Navigation in the Voicemail Domain

Matt Jones, Aaron E. Rosenberg, Julia Hirschberg, 2001, HLT.

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Modeling Systematic Variations in Pronunciation via a Language-Dependent Hidden Speaking Mode

Alex Waibel, Mari Ostendorf, Elizabeth Shriberg, 1999 .

An Overview of the IEEE SPS Speech and Language Technical Committee [In the Spotlight]

Eric Fosler-Lussier, Michiel Bacchiani, 2018, IEEE Signal Process. Mag..

DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement

Scott Wisdom, John R. Hershey, Michiel Bacchiani, 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

SNRi Target Training for Joint Speech Enhancement and Recognition pdf

Arun Narayanan, Michiel Bacchiani, Sankaran Panchapagesan, 2021, ArXiv.

Speech Processing for Digital Home Assistants

Heiga Zen, Shinji Watanabe, Tomohiro Nakatani, 2019 .