Michael L. Seltzer

According to our database1, Michael L. Seltzer authored at least 68 papers between 2000 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Improved Training for Online End-to-end Speech Recognition Systems.
Proceedings of the Interspeech 2018, 2018

Towards Language-Universal End-to-End Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Toward Human Parity in Conversational Speech Recognition.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

Improved training for online end-to-end speech recognition systems.
CoRR, 2017

Towards Language-Universal End-to-End Speech Recognition.
CoRR, 2017

Large-Scale Domain Adaptation via Teacher-Student Learning.
CoRR, 2017

Large-Scale Domain Adaptation via Teacher-Student Learning.
Proceedings of the Interspeech 2017, 2017

A study on data augmentation of reverberant speech for robust speech recognition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

May I take your order? A Neural Model for Extracting Structured Information from Conversations.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016
On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models.
Proceedings of the Interspeech 2016, 2016

Deep beamforming networks for multi-channel speech recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Linearly augmented deep neural network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Deep Neural Networks for Single-Channel Multi-Talker Speech Recognition.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Exploring how deep neural networks form phonemic categories.
Proceedings of the INTERSPEECH 2015, 2015

Speech recognition with prediction-adaptation-correction recurrent neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
An introduction to computational networks and the computational network toolkit (invited talk).
Proceedings of the INTERSPEECH 2014, 2014

The influence of pitch and noise on the discriminability of filterbank features.
Proceedings of the INTERSPEECH 2014, 2014

Towards better performance with heterogeneous training data in acoustic modeling using deep neural networks.
Proceedings of the INTERSPEECH 2014, 2014

Single-channel mixed speech recognition using deep neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

Factored adaptation of speaker and environment using orthogonal subspace transforms.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks
CoRR, 2013

Deep neural network features and semi-supervised training for low resource speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

An investigation of deep neural networks for noise robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Multi-task learning in deep neural networks for improved phoneme recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Recent advances in deep learning for speech research at Microsoft.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Factored adaptation using a combination of feature-space and model-space transforms.
Proceedings of the INTERSPEECH 2012, 2012

Efficient VTS Adaptation Using Jacobian Approximation.
Proceedings of the INTERSPEECH 2012, 2012

Improvements to VTS feature enhancement.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
In-Car Media Search.
IEEE Signal Process. Mag., 2011

Improved Bottleneck Features Using Pretrained Deep Neural Networks.
Proceedings of the INTERSPEECH 2011, 2011

Separating Speaker and Environmental Variability Using Factored Transforms.
Proceedings of the INTERSPEECH 2011, 2011

CROWDMOS: An approach for crowdsourcing mean opinion score studies.
Proceedings of the IEEE International Conference on Acoustics, 2011

Joint encoding of the waveform and speech recognition features using a transform codec.
Proceedings of the IEEE International Conference on Acoustics, 2011

Factored adaptation for separable compensation of speaker and environmental variability.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
Noise Adaptive Training for Robust Automatic Speech Recognition.
IEEE Trans. Audio, Speech & Language Processing, 2010

HMM adaptation using linear spline interpolation with integrated spline parameter training for robust speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Binary coding of speech spectrograms using a deep auto-encoder.
Proceedings of the INTERSPEECH 2010, 2010

Acoustic model adaptation via Linear Spline Interpolation for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Improving perceived accuracy for in-car media search.
Proceedings of the INTERSPEECH 2009, 2009

Voice search of structured media data.
Proceedings of the IEEE International Conference on Acoustics, 2009

The data deluge: Challenges and opportunities of unlimited data in statistical signal processing.
Proceedings of the IEEE International Conference on Acoustics, 2009

Noise adaptive training using a vector taylor series approach for noise robust automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

Noise robust model adaptation using linear spline interpolation.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Towards a non-parametric acoustic model: an acoustic decision tree for observation probability calculation.
Proceedings of the INTERSPEECH 2008, 2008

Maximum a posteriori ICA: Applying prior knowledge to the separation of acoustic sources.
Proceedings of the IEEE International Conference on Acoustics, 2008

Robust design of wideband loudspeaker arrays.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Training Wideband Acoustic Models Using Mixed-Bandwidth Training Data for Speech Recognition.
IEEE Trans. Audio, Speech & Language Processing, 2007

Automatic Removal of Typed Keystrokes From Speech Signals.
IEEE Signal Process. Lett., 2007

Robust location understanding in spoken dialog systems using intersections.
Proceedings of the INTERSPEECH 2007, 2007

Microphone Array Post-Filter using Incremental Bayes Learning to Track the Spatial Distributions of Speech and Noise.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Subband Likelihood-Maximizing Beamforming for Speech Recognition in Reverberant Environments.
IEEE Trans. Audio, Speech & Language Processing, 2006

Automatic removal of typed keystrokes from speech signals.
Proceedings of the INTERSPEECH 2006, 2006

2005
Robust bandwidth extension of noise-corrupted narrowband speech.
Proceedings of the INTERSPEECH 2005, 2005

Training Wideband Acoustic Models using Mixed-Bandwidth Training Data via Feature Bandwidth Extension.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Likelihood-maximizing beamforming for robust hands-free speech recognition.
IEEE Trans. Speech and Audio Processing, 2004

A Bayesian classifier for spectrographic mask estimation for missing feature speech recognition.
Speech Communication, 2004

Reconstruction of missing features for robust speech recognition.
Speech Communication, 2004

Parameter sharing in subband likelihood-maximizing beamforming for speech recognition using microphone arrays.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
A harmonic-model-based front end for robust speech recognition.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Subband parameter optimization of microphone arrays for speech recognition in reverberant environments.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Speech recognizer-based microphone array processing for robust hands-free speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Calibration of microphone arrays for improved speech recognition.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Speech in Noisy Environments: robust automatic segmentation, feature extraction, and hypothesis combination.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Classifier-based mask estimation for missing feature methods of robust speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Reconstruction of damaged spectrographic features for robust speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000


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