Les E. Atlas

Affiliations:
  • Electrical Engineering, University of Washington, Seattle, WA, USA


According to our database1, Les E. Atlas authored at least 114 papers between 1985 and 2023.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2004, "For contributions to time-varying spectral analysis and acoustical signal processing.".

Timeline

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Bibliography

2023
Complex Clipping for Improved Generalization in Machine Learning.
CoRR, 2023

Estimating and Analyzing Neural Information flow using Signal Processing on Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Using a Novel COVID-19 Calculator to Measure Positive U.S. Socio-Economic Impact of a COVID-19 Pre-Screening Solution (AI/ML).
CoRR, 2022

Hierarchical Multi-modal Transformer for Automatic Detection of COVID-19.
Proceedings of the 2022 5th International Conference on Signal Processing and Machine Learning, 2022

2021
Direction-of-Arrival Estimation Using Signal Processing on Graphs.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

2018
Regression Factor Analysis With an Application to Continuous HRIR Measurement.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

2017
Deep recurrent NMF for speech separation by unfolding iterative thresholding.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Building recurrent networks by unfolding iterative thresholding for sequential sparse recovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery.
CoRR, 2016

Full-Capacity Unitary Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

On spectral noncircularity of natural signals.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

An alternative approach for auditory attention tracking using single-trial EEG.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Constrained robust submodular sensor selection with applications to multistatic sonar arrays.
Proceedings of the 19th International Conference on Information Fusion, 2016

Benefits of noncircular statistics for nonstationary signals.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Speech Analysis With the Strong Uncorrelating Transform.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Enhancement and Recognition of Reverberant and Noisy Speech by Extending Its Coherence.
CoRR, 2015

Flexible tracking of auditory attention.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Voice activity detection using subband noncircularity.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sensor selection from independence graphs using submodularity.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Extending coherence time for analysis of modulated random processes.
Proceedings of the IEEE International Conference on Acoustics, 2014

Track to track fusion: PACsim data set.
Proceedings of the 17th International Conference on Information Fusion, 2014

Extending coherence for optimal detection of nonstationary harmonic signals.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Estimating the noncircularity of latent components within complex-valued subband mixtures with applications to speech processing.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Complementary envelope estimation for frequency-modulated random signals.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Disaggregated water sensing from a single, pressure-based sensor: An extended analysis of HydroSense using staged experiments.
Pervasive Mob. Comput., 2012

Existence and estimation of impropriety in real rhythmic signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Single-Channel Source Separation Using Complex Matrix Factorization.
IEEE ACM Trans. Audio Speech Lang. Process., 2011

A Longitudinal Study of Pressure Sensing to Infer Real-World Water Usage Events in the Home.
Proceedings of the Pervasive Computing - 9th International Conference, 2011

Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop.
Proceedings of the IEEE International Conference on Acoustics, 2011

A novel approach using modulation features for multiphone-based speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Some Properties of an Empirical Mode Type Signal Decomposition Algorithm.
IEEE Signal Process. Lett., 2010

Harmonic coherent demodulation for improving sound coding in cochlear implants.
Proceedings of the IEEE International Conference on Acoustics, 2010

Single-channel source separation using simplified-training complex matrix factorization.
Proceedings of the IEEE International Conference on Acoustics, 2010

Cepstral mean based speech source discrimination.
Proceedings of the IEEE International Conference on Acoustics, 2010

Multiband analysis for colored amplitude-modulated ship noise.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Time-frequency coherent modulation filtering of nonstationary signals.
IEEE Trans. Signal Process., 2009

A sum-of-products model for effective coherent modulation filtering.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Target talker enhancement in hearing devices.
Proceedings of the IEEE International Conference on Acoustics, 2008

Single sideband encoder for music coding in cochlear implants.
Proceedings of the IEEE International Conference on Acoustics, 2008

Air-coupled ultrasound time-of-flight estimation for shipping container cargo verification.
Proceedings of the IEEE International Conference on Acoustics, 2008

Coherent modulation filtering for speech.
Proceedings of the IEEE International Conference on Acoustics, 2008

Modulation decompositions for the interpolation of long gaps in acoustic signals.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Beamforming Alternatives for Multi-Channel Transient Acoustic Event Classification.
Proceedings of the IEEE International Conference on Acoustics, 2007

Feasibility of Single Channel Speaker Separation Based on Modulation Frequency Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Strategies and Tactics in Multiscale Modeling of Cell-to-Organ Systems.
Proc. IEEE, 2006

Enhanced Modulation Spectrum Using Space-Time Averaging For In-Building Acoustic Signature Identification.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Frequency Reassignment for Coherent Modulation Filtering.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Data sampling for improved speech recognizer training.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Improved modulation spectrum through multi-scale modulation frequency decomposition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Coherent Envelope Detection for Modulation Filtering of Speech.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Use of modulation spectra for representation and classification of acoustic transients from sniper fire.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Properties for modulation spectral filtering.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Coherent modulation spectral filtering for single-channel music source separation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Modulation-scale analysis for content identification.
IEEE Trans. Signal Process., 2004

Homomorphic modulation spectra.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Joint Acoustic and Modulation Frequency.
EURASIP J. Adv. Signal Process., 2003

Channel compensation of modulation spectral features.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Modulation spectral filtering of speech.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

A non-uniform modulation transform for audio coding with increased time resolution.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Non-stationary signal classification using joint frequency analysis.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Time-variant least squares harmonic modeling.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Strategies for improving audible quality and speech recognition accuracy of reverberant speech.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Modulation frequency features for audio fingerprinting.
Proceedings of the IEEE International Conference on Acoustics, 2002

Molecular signal processing and detection in T-cells.
Proceedings of the IEEE International Conference on Acoustics, 2002

Acoustic diversity for improved speech recognition in reverberant environments.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Optimizing time-frequency kernels for classification.
IEEE Trans. Signal Process., 2001

Scalable and progressive audio codec.
Proceedings of the IEEE International Conference on Acoustics, 2001

Joint use of dynamical classifiers and ambiguity plane features.
Proceedings of the IEEE International Conference on Acoustics, 2001

Impulses and stochastic arithmetic for signal processing.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Data-driven time-frequency classification techniques applied to tool-wear monitoring.
Proceedings of the IEEE International Conference on Acoustics, 2000

Hidden Markov models for monitoring machining tool-wear.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Recent developments in the core of digital signal processing.
IEEE Signal Process. Mag., 1999

Optimization of time and frequency resolution for radar transmitter identification.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Self-organizing feature maps and hidden Markov models for machine-tool monitoring.
IEEE Trans. Signal Process., 1997

Automatic clustering of vector time-series for manufacturing machine monitoring.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Class-dependent, discrete time-frequency distributions via operator theory.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Applications of time-frequency analysis to signals from manufacturing and machine monitoring sensors.
Proc. IEEE, 1996

Self-organizing feature maps with perfect organization.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Discrete-time implementation of the cone-kernel time-frequency representation.
IEEE Trans. Signal Process., 1995

Quadratic detectors for energy estimation.
IEEE Trans. Signal Process., 1995

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

Feature extraction networks for dull tool monitoring.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Kernel synthesis for generalized time-frequency distributions using the method of alternating projections onto convex sets.
IEEE Trans. Signal Process., 1994

Construction of positive time-frequency distributions.
IEEE Trans. Signal Process., 1994

Recurrent neural networks and robust time series prediction.
IEEE Trans. Neural Networks, 1994

Index assignment for progressive transmission of full-search vector quantization.
IEEE Trans. Image Process., 1994

Applications of positive time-frequency distributions to speech processing.
IEEE Trans. Speech Audio Process., 1994

Improving Generalization with Active Learning.
Mach. Learn., 1994

Feature representations for monitoring of tool wear.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Bilinear time-frequency representations: new insights and properties.
IEEE Trans. Signal Process., 1993

Positive time-frequency distributions via maximum entropy deconvolution of the evolutionary spectrum.
Proceedings of the IEEE International Conference on Acoustics, 1993

Coding Theory and Regularization.
Proceedings of the IEEE Data Compression Conference, 1993

1992
Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models.
CVGIP Graph. Model. Image Process., 1992

An information-theoretic approach to positive time-frequency distributions.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Quadratic detectors for general nonlinear analysis of speech.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Application of the Gibbs distribution to hidden Markov modeling in speaker independent isolated word recognition.
IEEE Trans. Signal Process., 1991

Recurrent Networks and NARMA Modeling.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

New properties to alleviate interference in time-frequency representations.
Proceedings of the 1991 International Conference on Acoustics, 1991

Truly nonstationary techniques for the analysis and display of voiced speech.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
The use of cone-shaped kernels for generalized time-frequency representations of nonstationary signals.
IEEE Trans. Acoust. Speech Signal Process., 1990

A comparison of the LBG algorithm and Kohonen neural network paradigm for image vector quantization.
Proceedings of the 1990 International Conference on Acoustics, 1990

New nonstationary techniques for the analysis and display of speech transients.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
A performance comparison of trained multilayer perceptrons and trained classification trees.
Proceedings of the IEEE International Conference on Systems, 1989

Training Connectionist Networks with Queries and Selective Sampling.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

Performance Comparisons Between Backpropagation Networks and Classification Trees on Three Real-World Applications.
Proceedings of the Advances in Neural Information Processing Systems 2, 1989

Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 1989

A comparison of processor topologies for a fast trainable neural network for speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
Effects of clock skew in iterative neural network and optical feedback processors.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

The effect of stochastic interconnects in artificial neural network classification.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

Application of the Gibbs distribution to hidden Markov modeling in isolated word recognition.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
The Performance of Convex Set Projection Based Neural Networks.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987

An Artificial Neural Network for Spatio-Temporal Bipolar Patterns: Application to Phoneme Classification.
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987

1986
Image recognition with inexact processing.
Proceedings of the IEEE International Conference on Acoustics, 1986

1985
Cross-channel correlation for the enhancement of noisy speech.
Proceedings of the IEEE International Conference on Acoustics, 1985


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