Nelson Morgan

According to our database1, Nelson Morgan authored at least 114 papers between 1982 and 2018.

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

Awards

IEEE Fellow

IEEE Fellow 1999, "For contributions to the processing and recognition of brain and speech signals.".

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Homepages:

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Bibliography

2018
Detecting Institutional Dialog Acts in Police Traffic Stops.
TACL, 2018

2016
Fusion Strategies for Robust Speech Recognition and Keyword Spotting for Channel- and Noise-Degraded Speech.
Proceedings of the Interspeech 2016, 2016

2014
Robust CNN-based speech recognition with Gabor filter kernels.
Proceedings of the INTERSPEECH 2014, 2014

2013
Deep vs. wide: depth on a budget for robust speech recognition.
Proceedings of the INTERSPEECH 2013, 2013

All for one: feature combination for highly channel-degraded speech activity detection.
Proceedings of the INTERSPEECH 2013, 2013

Informative spectro-temporal bottleneck features for noise-robust speech recognition.
Proceedings of the INTERSPEECH 2013, 2013

Speech activity detection: An economics approach.
Proceedings of the IEEE International Conference on Acoustics, 2013

The blame game in meeting room ASR: An analysis of feature versus model errors in noisy and mismatched conditions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Spectro-temporal features for noise-robust speech recognition using power-law nonlinearity and power-bias subtraction.
Proceedings of the IEEE International Conference on Acoustics, 2013

The TAO of ATWV: Probing the mysteries of keyword search performance.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Introduction to the Special Section on Deep Learning for Speech and Language Processing.
IEEE Trans. Audio, Speech & Language Processing, 2012

Deep and Wide: Multiple Layers in Automatic Speech Recognition.
IEEE Trans. Audio, Speech & Language Processing, 2012

Longer Features: They do a speech detector good.
Proceedings of the INTERSPEECH 2012, 2012

Hooking up spectro-temporal filters with auditory-inspired representations for robust automatic speech recognition.
Proceedings of the INTERSPEECH 2012, 2012

Easy does it: Robust spectro-temporal many-stream ASR without fine tuning streams.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Comparing Different Flavors of Spectro-Temporal Features for ASR.
Proceedings of the INTERSPEECH 2011, 2011

The IBM 2009 GALE Arabic speech transcription system.
Proceedings of the IEEE International Conference on Acoustics, 2011

Speech and Audio Signal Processing - Processing and Perception of Speech and Music, Second Edition.
Wiley, ISBN: 978-0-470-19536-9, 2011

2010
Discriminative training for hierarchical clustering in speaker diarization.
Proceedings of the INTERSPEECH 2010, 2010

Using spectro-temporal features to improve AFE feature extraction for ASR.
Proceedings of the INTERSPEECH 2010, 2010

2009
A view of the parallel computing landscape.
Commun. ACM, 2009

Multi-stream to many-stream: using spectro-temporal features for ASR.
Proceedings of the INTERSPEECH 2009, 2009

Hill-climbing feature selection for multi-stream ASR.
Proceedings of the INTERSPEECH 2009, 2009

2008
When a mismatch can be good: large vocabulary speech recognition trained with idealized tandem features.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Multi-stream spectro-temporal features for robust speech recognition.
Proceedings of the INTERSPEECH 2008, 2008

Development of the SRI/nightingale Arabic ASR system.
Proceedings of the INTERSPEECH 2008, 2008

Getting the last laugh: automatic laughter segmentation in meetings.
Proceedings of the INTERSPEECH 2008, 2008

Corrected tandem features for acoustic model training.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Transfer Learning for Tandem ASR Feature Extraction.
Proceedings of the Machine Learning for Multimodal Interaction , 2007

Combining Discriminative Feature, Transform, and Model Training for Large Vocabulary Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
SmartKom-English: From Robust Recognition to Felicitous Interaction.
Proceedings of the SmartKom: Foundations of Multimodal Dialogue Systems, 2006

Recent innovations in speech-to-text transcription at SRI-ICSI-UW.
IEEE Trans. Audio, Speech & Language Processing, 2006

Cross-Domain and Cross-Language Portability of Acoustic Features Estimated by Multilayer Perceptrons.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Using MLP features in SRI's conversational speech recognition system.
Proceedings of the INTERSPEECH 2005, 2005

Improved MLP structures for data-driven feature extraction for ASR.
Proceedings of the INTERSPEECH 2005, 2005

Automatic data selection for MLP-based feature extraction for ASR.
Proceedings of the INTERSPEECH 2005, 2005

Tonotopic Multi-Layered Perceptron: A Neural Network for Learning Long-Term Temporal Features for Speech Recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Tandem Connectionist Feature Extraction for Conversational Speech Recognition.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

Long-Term Temporal Features for Conversational Speech Recognition.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

On using MLP features in LVCSR.
Proceedings of the INTERSPEECH 2004, 2004

Learning long-term temporal features in LVCSR using neural networks.
Proceedings of the INTERSPEECH 2004, 2004

Trapping conversational speech: extending TRAP/tandem approaches to conversational telephone speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Far-field ASR on inexpensive microphones.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Meetings about meetings: research at ICSI on speech in multiparty conversations.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

The ICSI Meeting Corpus.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Double the trouble: handling noise and reverberation in far-field automatic speech recognition.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Qualcomm-ICSI-OGI features for ASR.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001
The Meeting Project at ICSI.
Proceedings of the First International Conference on Human Language Technology Research, 2001

Robust ASR front-end using spectral-based and discriminant features: experiments on the Aurora tasks.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Erratum to: "Effects of speaking rate and word frequency on pronunciations in convertional speech": [Speech Communication 29 (1999) 137-158].
Speech Communication, 2000

Books on Telecommunications: Reviews and New Releases: Speech and Audio Signal Processing John Wiley & Sons, Inc. 1999.
European Transactions on Telecommunications, 2000

1999
Effects of speaking rate and word frequency on pronunciations in convertional speech.
Speech Communication, 1999

Sooner or later: exploring asynchrony in multi-band speech recognition.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Multi-stream speech recognition: ready for prime time?
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Size matters: an empirical study of neural network training for large vocabulary continuous speech recognition.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Robust speech recognition using the modulation spectrogram.
Speech Communication, 1998

Performance improvements through combining phone- and syllable-scale information in automatic 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

Combining connectionist multi-band and full-band probability streams for speech recognition of natural numbers.
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

Incorporating information from syllable-length time scales into automatic speech recognition.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Combining multiple estimators of speaking rate.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Transmissions and transitions: a study of two common assumptions in multi-band ASR.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Hybrid HMM/ANN Systems for Speech Recognition: Overview and New Research Directions.
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Speech recognition using on-line estimation of speaking rate.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Estimation of global posteriors and forward-backward training of hybrid HMM/ANN systems.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Integrating syllable boundary information into speech recognition.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Recognizing reverberant speech with RASTA-PLP.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Towards increasing speech recognition error rates.
Speech Communication, 1996

Spert-II: A Vector Microprocessor System.
IEEE Computer, 1996

Stochastic perceptual speech models with durational dependence.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Towards robustness to fast speech in ASR.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

REMAP-experiments with speech recognition.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

A new training algorithm for hybrid HMM/ANN speech recognition systems.
Proceedings of the 8th European Signal Processing Conference, 1996

Towards subband-based speech recognition.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
The challenge of spoken language systems: research directions for the nineties.
IEEE Trans. Speech and Audio Processing, 1995

SPERT-II: A Vector Microprocessor System and its Application to Large Problems in Backpropagation Training.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

REMAP: Recursive Estimation and Maximization of A Posteriori Probabilities - Application to Transition-Based Connectionist Speech Recognition.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Digit recognition with stochastic perceptual speech models.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Fast speakers in large vocabulary continuous speech recognition: analysis & antidotes.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

REMAP: recursive estimation and maximization of a posteriori probabilities in connectionist speech recognition.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Stochastic perceptual models of speech.
Proceedings of the 1995 International Conference on Acoustics, 1995

Using a stochastic context-free grammar as a language model for speech recognition.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Connectionist probability estimators in HMM speech recognition.
IEEE Trans. Speech and Audio Processing, 1994

RASTA processing of speech.
IEEE Trans. Speech and Audio Processing, 1994

Context-dependent connectionist probability estimation in a hybrid hidden Markov model-neural net speech recognition system.
Computer Speech & Language, 1994

Stochastic perceptual auditory-event-based models for speech recognition.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

Modeling dynamics in connectionist speech recognition - the time index model.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

The berkeley restaurant project.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

Integrating RASTA-PLP into speech recognition.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Using simulations of reduced precision arithmetic to design a neuro-microprocessor.
VLSI Signal Processing, 1993

The design of a neuro-microprocessor.
IEEE Trans. Neural Networks, 1993

Continuous speech recognition by connectionist statistical methods.
IEEE Trans. Neural Networks, 1993

Hybrid Neural Network/Hidden Markov Model Systems for Continuous Speech Recognition.
IJPRAI, 1993

Designing A Connectionist Network Supercomputer.
Int. J. Neural Syst., 1993

A neural network based, speaker independent, large vocabulary, continuous speech recognition system: the WERNICKE project.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993

1992
Neural nets and hidden Markov models: Review and generalizations.
Speech Communication, 1992

Factoring Networks by a Statistical Method.
Neural Computation, 1992

The Ring Array Processor: A Multiprocessing Peripheral for Connection Applications.
J. Parallel Distrib. Comput., 1992

Modeling Consistency in a Speaker Independent Continuous Speech Recognition System.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

Context-Dependent Multiple Distribution Phonetic Modeling with MLPs.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

Acoustic subword models in the berkeley restaurant project.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

Towards handling the acoustic environment in spoken language processing.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

Hybrid neural network/hidden Markov model continuous-speech recognition.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

Connectionist gender adaptation in a hybrid neural network / hidden Markov model speech recognition system.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

1991
Connectionist Optimisation of Tied Mixture Hidden Markov Models.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Software for ANN Training on a Ring Array Processor.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

Phonetic context in hybrid HMM/MLP continuous speech recognition.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

Compensation for the effect of the communication channel in auditory-like analysis of speech (RASTA-PLP).
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

1990
Connectionist Approaches to the Use of Markov Models for Speech Recognition.
Proceedings of the Advances in Neural Information Processing Systems 3, 1990

Continuous speech recognition on the resource management database using connectionist probability estimation.
Proceedings of the First International Conference on Spoken Language Processing, 1990

1989
Generalization and Parameter Estimation in Feedforward Netws: Some Experiments.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

A Continuous Speech Recognition System Embedding MLP into HMM.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

1988
Applications of neural-network (NN) signal processing in brain research.
IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

1984
"Ignorance-based" systems.
Proceedings of the IEEE International Conference on Acoustics, 1984

1982
Perceptually-based coding for root LPC synthesis.
Proceedings of the IEEE International Conference on Acoustics, 1982


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