Michiel Bacchiani

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 43

Top Topics

Speech Recognition

Linear Projection

Top Venues

Publications

Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Michiel Bacchiani, Yu Zhang, Wei Han, Ankur Bapna
LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus. INTERSPEECH (2023)
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Yu Zhang, Wei Han, Ankur Bapna, Michiel Bacchiani
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text Representations. CoRR (2023)
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Michiel Bacchiani, Yu Zhang, Wei Han, Ankur Bapna
LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus. CoRR (2023)
Yuma Koizumi, Heiga Zen, Shigeki Karita, Yifan Ding, Kohei Yatabe, Nobuyuki Morioka, Yu Zhang, Wei Han, Ankur Bapna, Michiel Bacchiani
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text Representations. WASPAA (2023)
Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
SNRi Target Training for Joint Speech Enhancement and Recognition. INTERSPEECH (2022)
Yuma Koizumi, Kohei Yatabe, Heiga Zen, Michiel Bacchiani
WaveFit: An Iterative and Non-autoregressive Neural Vocoder based on Fixed-Point Iteration. CoRR (2022)
Yuma Koizumi, Kohei Yatabe, Heiga Zen, Michiel Bacchiani
Wavefit: an Iterative and Non-Autoregressive Neural Vocoder Based on Fixed-Point Iteration. SLT (2022)
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. CoRR (2022)
Yotaro Kubo, Shigeki Karita, Michiel Bacchiani
Knowledge Transfer from Large-Scale Pretrained Language Models to End-To-End Speech Recognizers. ICASSP (2022)
Yotaro Kubo, Shigeki Karita, Michiel Bacchiani
Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers. CoRR (2022)
Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping. INTERSPEECH (2022)
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement. CoRR (2021)
Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
SNRi Target Training for Joint Speech Enhancement and Recognition. CoRR (2021)
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement. WASPAA (2021)
Yotaro Kubo, Michiel Bacchiani
Joint Phoneme-Grapheme Model for End-To-End Speech Recognition. ICASSP (2020)
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 (2019)
Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Björn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques. IEEE Signal Process. Mag. 36 (6) (2019)
Shinji Watanabe, Shoko Araki, Michiel Bacchiani, Reinhold Haeb-Umbach, Michael L. Seltzer
Introduction to the Issue on Far-Field Speech Processing in the Era of Deep Learning: Speech Enhancement, Separation, and Recognition. IEEE J. Sel. Top. Signal Process. 13 (4) (2019)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward Domain-Invariant Speech Recognition via Large Scale Training. SLT (2018)
Khe Chai Sim, Arun Narayanan, Ananya Misra, Anshuman Tripathi, Golan Pundak, Tara N. Sainath, Parisa Haghani, Bo Li, Michiel Bacchiani
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition. INTERSPEECH (2018)
Chanwoo Kim, Anjali Menon, Michiel Bacchiani, Richard M. Stern
Sound Source Separation Using Phase Difference and Reliable Mask Selection Selection. ICASSP (2018)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward domain-invariant speech recognition via large scale training. CoRR (2018)
Ehsan Variani, Tom Bagby, Kamel Lahouel, Erik McDermott, Michiel Bacchiani
Sampled Connectionist Temporal Classification. ICASSP (2018)
Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yanghui Wu, Kanishka Rao
Multi-Dialect Speech Recognition with a Single Sequence-to-Sequence Model. ICASSP (2018)
Chanwoo Kim, Tara N. Sainath, Arun Narayanan, Ananya Misra, Rajeev C. Nongpiur, Michiel Bacchiani
Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition. ICASSP (2018)
Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding. SLT (2018)
Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. INTERSPEECH (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP (2018)
Jahn Heymann, Michiel Bacchiani, Tara N. Sainath
Performance of Mask Based Statistical Beamforming in a Smart Home Scenario. ICASSP (2018)
Michiel Bacchiani, Eric Fosler-Lussier
An Overview of the IEEE SPS Speech and Language Technical Committee [In the Spotlight]. IEEE Signal Process. Mag. 35 (6) (2018)
Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
From Audio to Semantics: Approaches to end-to-end spoken language understanding. CoRR (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR (2017)
Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. CoRR (2017)
Bo Li, Tara N. Sainath, Arun Narayanan, Joe Caroselli, Michiel Bacchiani, Ananya Misra, Izhak Shafran, Hasim Sak, Golan Pundak, Kean K. Chin, Khe Chai Sim, Ron J. Weiss, Kevin W. Wilson, Ehsan Variani, Chanwoo Kim, Olivier Siohan, Mitchel Weintraub, Erik McDermott, Richard Rose, Matt Shannon
Acoustic Modeling for Google Home. INTERSPEECH (2017)
Chanwoo Kim, Ananya Misra, Kean K. Chin, Thad Hughes, Arun Narayanan, Tara N. Sainath, Michiel Bacchiani
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home. INTERSPEECH (2017)
Ehsan Variani, Tom Bagby, Erik McDermott, Michiel Bacchiani
End-to-End Training of Acoustic Models for Large Vocabulary Continuous Speech Recognition with TensorFlow. INTERSPEECH (2017)
Bo Li, Tara N. Sainath, Khe Chai Sim, Michiel Bacchiani, Eugene Weinstein, Patrick Nguyen, Zhifeng Chen, Yonghui Wu, Kanishka Rao
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model. CoRR (2017)
Khe Chai Sim, Arun Narayanan, Tom Bagby, Tara N. Sainath, Michiel Bacchiani
Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow. ASRU (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) (2017)
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
Factored spatial and spectral multichannel raw waveform CLDNNs. ICASSP (2016)
Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. INTERSPEECH (2016)
Bo Li, Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Michiel Bacchiani
Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition. INTERSPEECH (2016)
Ehsan Variani, Tara N. Sainath, Izhak Shafran, Michiel Bacchiani
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling. INTERSPEECH (2016)
Hank Liao, Golan Pundak, Olivier Siohan, Melissa K. Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew W. Senior, Françoise Beaufays, Michiel Bacchiani
Large vocabulary automatic speech recognition for children. INTERSPEECH (2015)
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU (2015)
Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew W. Senior, Michiel Bacchiani
Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data. INTERSPEECH (2014)
Andrew W. Senior, Georg Heigold, Michiel Bacchiani, Hank Liao
GMM-free DNN acoustic model training. ICASSP (2014)
Georg Heigold, Erik McDermott, Vincent Vanhoucke, Andrew W. Senior, Michiel Bacchiani
Asynchronous stochastic optimization for sequence training of deep neural networks. ICASSP (2014)
Chanwoo Kim, Kean K. Chin, Michiel Bacchiani, Richard M. Stern
Robust speech recognition using temporal masking and thresholding algorithm. INTERSPEECH (2014)
Michiel Bacchiani, Andrew W. Senior, Georg Heigold
Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition. INTERSPEECH (2014)
Michiel Bacchiani, David Rybach
Context dependent state tying for speech recognition using deep neural network acoustic models. ICASSP (2014)
Michiel Bacchiani
Rapid adaptation for mobile speech applications. ICASSP (2013)
Olivier Siohan, Michiel Bacchiani
ivector-based acoustic data selection. INTERSPEECH (2013)
Christopher Alberti, Michiel Bacchiani
Discriminative Features for Language Identification. INTERSPEECH (2011)
Zhu Liu, Michiel Bacchiani
TechWare: Mobile Media Search Resources [Best of the Web]. IEEE Signal Process. Mag. 28 (4) (2011)
Hank Liao, Christopher Alberti, Michiel Bacchiani, Olivier Siohan
Decision tree state clustering with word and syllable features. INTERSPEECH (2010)
Christopher Alberti, Michiel Bacchiani, Ari Bezman, Ciprian Chelba, Anastassia Drofa, Hank Liao, Pedro J. Moreno, Ted Power, Arnaud Sahuguet, Maria Shugrina, Olivier Siohan
An audio indexing system for election video material. ICASSP (2009)
Agustín Gravano, Martin Jansche, Michiel Bacchiani
Restoring punctuation and capitalization in transcribed speech. ICASSP (2009)
Michiel Bacchiani, Françoise Beaufays, Johan Schalkwyk, Mike Schuster, Brian Strope
Deploying GOOG-411: Early lessons in data, measurement, and testing. ICASSP (2008)
Christian Gollan, Michiel Bacchiani
Confidence scores for acoustic model adaptation. ICASSP (2008)
Michiel Bacchiani, Michael Riley, Brian Roark, Richard Sproat
MAP adaptation of stochastic grammars. Comput. Speech Lang. 20 (1) (2006)
Olivier Siohan, Michiel Bacchiani
Fast vocabulary-independent audio search using path-based graph indexing. INTERSPEECH (2005)
Michiel Bacchiani, Brian Roark
Meta-data conditional language modeling. ICASSP (1) (2004)
Sameer Maskey, Michiel Bacchiani, Brian Roark, Richard Sproat
Improved name recognition with meta-data dependent name networks. ICASSP (1) (2004)
Michiel Bacchiani, Brian Roark, Murat Saraclar
Language Model Adaptation with MAP Estimation and the Perceptron Algorithm. HLT-NAACL (Short Papers) (2004)
Michiel Bacchiani, Brian Roark
Unsupervised language model adaptation. ICASSP (1) (2003)
Brian Roark, Michiel Bacchiani
Supervised and unsupervised PCFG adaptation to novel domains. HLT-NAACL (2003)
Michiel Bacchiani
Combining maximum likelihood and maximum a posteriori estimation for detailed acoustic modeling of context dependency. INTERSPEECH (2002)
Steve Whittaker, Julia Hirschberg, Brian Amento, Litza A. Stark, Michiel Bacchiani, Philip L. Isenhour, Larry Stead, Gary Zamchick, Aaron E. Rosenberg
SCANMail: a voicemail interface that makes speech browsable, readable and searchable. CHI (2002)
Julia Hirschberg, Michiel Bacchiani, Donald Hindle, Philip L. Isenhour, Aaron E. Rosenberg, Litza A. Stark, Larry Stead, Steve Whittaker, Gary Zamchick
SCANMail: browsing and searching speech data by content. INTERSPEECH (2001)
Julia Hirschberg, Michiel Bacchiani, Philip L. Isenhour
Audio Browsing and Search in the Voicemail Domain. NLPRS (2001)
Michiel Bacchiani
Automatic transcription of voicemail at AT&T. ICASSP (2001)
Michiel Bacchiani, Julia Hirschberg, Aaron E. Rosenberg, Steve Whittaker, Donald Hindle, Philip L. Isenhour, Matt Jones, Litza A. Stark, Gary Zamchick
SCANMail: Audio Navigation in the Voicemail Domain. HLT (2001)
Aaron E. Rosenberg, Julia Hirschberg, Michiel Bacchiani, Sarangarajan Parthasarathy, Philip L. Isenhour, Larry Stead
Caller identification for the SCANMail voicemail browser. INTERSPEECH (2001)
Michiel Bacchiani
Using maximum likelihood linear regression for segment clustering and speaker identification. INTERSPEECH (2000)
Michiel Bacchiani, Mari Ostendorf
Joint lexicon, acoustic unit inventory and model design. Speech Commun. 29 (2-4) (1999)
Amit Singhal, Steven P. Abney, Michiel Bacchiani, Michael Collins, Donald Hindle, Fernando C. N. Pereira
AT&T at TREC-8. TREC (1999)
Michiel Bacchiani, Mari Ostendorf
Using automatically-derived acoustic sub-word units in large vocabulary speech recognition. ICSLP (1998)
Toshiaki Fukada, Michiel Bacchiani, Kuldip K. Paliwal, Yoshinori Sagisaka
Speech recognition based on acoustically derived segment units. ICSLP (1996)
Michiel Bacchiani, Mari Ostendorf, Yoshinori Sagisaka, Kuldip K. Paliwal
Design of a speech recognition system based on acoustically derived segmental units. ICASSP (1996)
Kuldip K. Paliwal, Michiel Bacchiani, Yoshinori Sagisaka
Minimum classification error training algorithm for feature extractor and pattern classifier in speech recognition. EUROSPEECH (1995)
Michiel Bacchiani, Kiyoaki Aikawa
Optimization of time-frequency masking filters using the minimum classification error criterion. ICASSP (2) (1994)