Michiel Bacchiani
Orcid: 0000-0003-4527-0197
According to our database1,
Michiel Bacchiani
authored at least 74 papers
between 1994 and 2023.
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Bibliography
2023
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text Representations.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
2022
Wavefit: an Iterative and Non-Autoregressive Neural Vocoder Based on Fixed-Point Iteration.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping.
Proceedings of the Interspeech 2022, 2022
Proceedings of the Interspeech 2022, 2022
Knowledge Transfer from Large-Scale Pretrained Language Models to End-To-End Speech Recognizers.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques.
IEEE Signal Process. Mag., 2019
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., 2019
CoRR, 2019
2018
An Overview of the IEEE SPS Speech and Language Technical Committee [In the Spotlight].
IEEE Signal Process. Mag., 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition.
Proceedings of the Interspeech 2018, 2018
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models.
Proceedings of the Interspeech 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Sound Source Separation Using Phase Difference and Reliable Mask Selection Selection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
CoRR, 2017
End-to-End Training of Acoustic Models for Large Vocabulary Continuous Speech Recognition with TensorFlow.
Proceedings of the Interspeech 2017, 2017
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home.
Proceedings of the Interspeech 2017, 2017
Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017
2016
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling.
Proceedings of the Interspeech 2016, 2016
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction.
Proceedings of the Interspeech 2016, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Proceedings of the INTERSPEECH 2015, 2015
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Asynchronous, online, GMM-free training of a context dependent acoustic model for speech recognition.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Context dependent state tying for speech recognition using deep neural network acoustic models.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2011
IEEE Signal Process. Mag., 2011
Proceedings of the INTERSPEECH 2011, 2011
2010
Proceedings of the INTERSPEECH 2010, 2010
2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2006
2005
Proceedings of the INTERSPEECH 2005, 2005
2004
Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Combining maximum likelihood and maximum a posteriori estimation for detailed acoustic modeling of context dependency.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
SCANMail: a voicemail interface that makes speech browsable, readable and searchable.
Proceedings of the CHI 2002 Conference on Human Factors in Computing Systems: Changing our World, 2002
2001
Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001
Proceedings of the First International Conference on Human Language Technology Research, 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Using maximum likelihood linear regression for segment clustering and speaker identification.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
1999
1998
Using automatically-derived acoustic sub-word units in large vocabulary speech recognition.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
Minimum classification error training algorithm for feature extractor and pattern classifier in speech recognition.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995
1994
Optimization of time-frequency masking filters using the minimum classification error criterion.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994