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ORCIDLes E. Atlas
Les Atlas
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- affiliation: Electrical Engineering, University of Washington, Seattle, WA, USA
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2020 – today
- 2023
[c85]Felix Schwock, Julien A. Bloch, Les Atlas, Shima Abadi, Azadeh Yazdan-Shahmorad:
Estimating and Analyzing Neural Information flow using Signal Processing on Graphs. ICASSP 2023: 1-5- [i6]Les Atlas, Nicholas Rasmussen, Felix Schwock, Mert Pilanci:
Complex Clipping for Improved Generalization in Machine Learning. CoRR abs/2302.13527 (2023) - 2022
- [c84]Shuyun Tang, Xinying Hu, Les Atlas, Amil Khanzada, Mert Pilanci:
Hierarchical Multi-modal Transformer for Automatic Detection of COVID-19. SPML 2022: 197-202 - [i5]Richard Swartzbaugh, Amil Khanzada, Praveen Govindan, Mert Pilanci, Ayomide Owoyemi, Les Atlas, Hugo Estrada, Richard Nall, Michael Lotito, Rich Falcone, J. Jennifer Ranjani:
Using a Novel COVID-19 Calculator to Measure Positive U.S. Socio-Economic Impact of a COVID-19 Pre-Screening Solution (AI/ML). CoRR abs/2201.11109 (2022) - 2021
- [c83]Eldridge Alcantara, Les Atlas, Shima Abadi:
Direction-of-Arrival Estimation Using Signal Processing on Graphs. SSP 2021: 1-5
2010 – 2019
- 2018
- [j26]Majid Mirbagheri
, Les Atlas, Adrian K. C. Lee:
Regression Factor Analysis With an Application to Continuous HRIR Measurement. IEEE ACM Trans. Audio Speech Lang. Process. 26(2): 415-421 (2018) - 2017
- [c82]Scott Wisdom, Thomas Powers, James W. Pitton, Les E. Atlas:
Building recurrent networks by unfolding iterative thresholding for sequential sparse recovery. ICASSP 2017: 4346-4350 - [c81]Scott Wisdom, Thomas Powers, James W. Pitton, Les Atlas:
Deep recurrent NMF for speech separation by unfolding iterative thresholding. WASPAA 2017: 254-258 - [i4]Scott Wisdom, Thomas Powers, James W. Pitton, Les Atlas:
Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding. CoRR abs/1709.07124 (2017) - 2016
- [c80]Scott Wisdom, Les E. Atlas, James W. Pitton, Greg Okopal:
Benefits of noncircular statistics for nonstationary signals. ACSSC 2016: 554-558 - [c79]Thomas Powers, Jeff A. Bilmes, David W. Krout, Les E. Atlas:
Constrained robust submodular sensor selection with applications to multistatic sonar arrays. FUSION 2016: 2179-2185 - [c78]Bradley Ekin, Les E. Atlas, Majid Mirbagheri, Adrian K. C. Lee:
An alternative approach for auditory attention tracking using single-trial EEG. ICASSP 2016: 729-733 - [c77]Scott Wisdom, Les Atlas, James W. Pitton:
On spectral noncircularity of natural signals. SAM 2016: 1-5 - [c76]Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas:
Full-Capacity Unitary Recurrent Neural Networks. NIPS 2016: 4880-4888 - [i3]Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas:
Full-Capacity Unitary Recurrent Neural Networks. CoRR abs/1611.00035 (2016) - [i2]Scott Wisdom, Thomas Powers, James W. Pitton, Les E. Atlas:
Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery. CoRR abs/1611.07252 (2016) - 2015
- [j25]Greg Okopal, Scott Wisdom, Les Atlas:
Speech Analysis With the Strong Uncorrelating Transform. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1858-1868 (2015) - [c75]Thomas Powers, David W. Krout, Les Atlas:
Sensor selection from independence graphs using submodularity. FUSION 2015: 333-337 - [c74]Scott Wisdom, Greg Okopal, Les E. Atlas, James W. Pitton:
Voice activity detection using subband noncircularity. ICASSP 2015: 4505-4509 - [c73]Majid Mirbagheri, Bradley Ekin, Les Atlas, Adrian K. C. Lee:
Flexible tracking of auditory attention. INTERSPEECH 2015: 2425-2429 - [i1]Scott Wisdom, Thomas Powers, Les Atlas, James W. Pitton:
Enhancement and Recognition of Reverberant and Noisy Speech by Extending Its Coherence. CoRR abs/1509.00533 (2015) - 2014
- [c72]Greg Okopal, Scott Wisdom, Les Atlas:
Estimating the noncircularity of latent components within complex-valued subband mixtures with applications to speech processing. ACSSC 2014: 1405-1409 - [c71]Scott Wisdom, James W. Pitton, Les Atlas:
Extending coherence for optimal detection of nonstationary harmonic signals. ACSSC 2014: 1784-1788 - [c70]Thomas Powers, Les Atlas, Evan Hanusa, David W. Krout:
Track to track fusion: PACsim data set. FUSION 2014: 1-6 - [c69]Scott Wisdom, Les Atlas, James Pittore:
Extending coherence time for analysis of modulated random processes. ICASSP 2014: 340-344 - 2013
- [c68]Pascal Clark, Ivars P. Kirsteins, Les E. Atlas:
Complementary envelope estimation for frequency-modulated random signals. ICASSP 2013: 5363-5367 - 2012
- [j24]Eric C. Larson, Jon Froehlich, Tim Campbell, Conor Haggerty, Les E. Atlas, James Fogarty, Shwetak N. Patel:
Disaggregated water sensing from a single, pressure-based sensor: An extended analysis of HydroSense using staged experiments. Pervasive Mob. Comput. 8(1): 82-102 (2012) - [c67]Pascal Clark, Ivars P. Kirsteins, Les E. Atlas:
Existence and estimation of impropriety in real rhythmic signals. ICASSP 2012: 3713-3716 - 2011
- [j23]Brian King, Les Atlas:
Single-Channel Source Separation Using Complex Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. 19(8): 2591-2597 (2011) - [c66]Geoffrey Zweig, Patrick Nguyen, Dirk Van Compernolle, Kris Demuynck, Les E. Atlas, Pascal Clark, Gregory Sell, Meihong Wang, Fei Sha, Hynek Hermansky, Damianos G. Karakos, Aren Jansen, Samuel Thomas, Sivaram G. S. V. S., Samuel R. Bowman, Justine T. Kao:
Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop. ICASSP 2011: 5044-5047 - [c65]Pascal Clark, Gregory Sell, Les E. Atlas:
A novel approach using modulation features for multiphone-based speech recognition. ICASSP 2011: 5264-5267 - [c64]Jon Froehlich, Eric C. Larson, Elliot Saba, Tim Campbell, Les E. Atlas, James Fogarty, Shwetak N. Patel:
A Longitudinal Study of Pressure Sensing to Infer Real-World Water Usage Events in the Home. Pervasive 2011: 50-69 - 2010
- [j22]Stephen D. Hawley, Les E. Atlas, Howard Jay Chizeck:
Some Properties of an Empirical Mode Type Signal Decomposition Algorithm. IEEE Signal Process. Lett. 17(1): 24-27 (2010) - [c63]Pascal Clark, Ivars P. Kirsteins, Les E. Atlas:
Multiband analysis for colored amplitude-modulated ship noise. ICASSP 2010: 3970-3973 - [c62]Brian King, Les E. Atlas:
Single-channel source separation using simplified-training complex matrix factorization. ICASSP 2010: 4206-4209 - [c61]Adam Greenhall, Les E. Atlas:
Cepstral mean based speech source discrimination. ICASSP 2010: 4490-4493 - [c60]Xing Li, Kaibao Nie, Les E. Atlas, Jay T. Rubinstein:
Harmonic coherent demodulation for improving sound coding in cochlear implants. ICASSP 2010: 5462-5465
2000 – 2009
- 2009
- [j21]Pascal Clark, Les E. Atlas:
Time-frequency coherent modulation filtering of nonstationary signals. IEEE Trans. Signal Process. 57(11): 4323-4332 (2009) - [c59]Pascal Clark, Les E. Atlas:
A sum-of-products model for effective coherent modulation filtering. ICASSP 2009: 4485-4488 - 2008
- [c58]Patrick McVittie, Les E. Atlas:
Air-coupled ultrasound time-of-flight estimation for shipping container cargo verification. ICASSP 2008: 1797-1800 - [c57]Stephen D. Hawley, Les E. Atlas, Howard Jay Chizeck:
Some properties of an empirical mode type signal decomposition algorithm. ICASSP 2008: 3625-3628 - [c56]Pascal Clark, Les E. Atlas:
Modulation decompositions for the interpolation of long gaps in acoustic signals. ICASSP 2008: 3741-3744 - [c55]Steven M. Schimmel, Les E. Atlas:
Target talker enhancement in hearing devices. ICASSP 2008: 4201-4204 - [c54]Kaibao Nie, Les E. Atlas, Jay T. Rubinstein:
Single sideband encoder for music coding in cochlear implants. ICASSP 2008: 4209-4212 - [c53]Qin Li, Les E. Atlas:
Coherent modulation filtering for speech. ICASSP 2008: 4481-4484 - 2007
- [c52]Steven M. Schimmel, Les E. Atlas, Kaibao Nie:
Feasibility of Single Channel Speaker Separation Based on Modulation Frequency Analysis. ICASSP (4) 2007: 605-608 - [c51]Brandon Smith, Les E. Atlas, Maya R. Gupta:
Beamforming Alternatives for Multi-Channel Transient Acoustic Event Classification. ICASSP (2) 2007: 993-996 - 2006
- [j20]James B. Bassingthwaighte, Howard Jay Chizeck, Les E. Atlas:
Strategies and Tactics in Multiscale Modeling of Cell-to-Organ Systems. Proc. IEEE 94(4): 819-831 (2006) - [c50]Somsak Sukittanon, Les E. Atlas, Stephen G. Dame:
Enhanced Modulation Spectrum Using Space-Time Averaging For In-Building Acoustic Signature Identification. ICASSP (3) 2006: 153-156 - [c49]Steven M. Schimmel, Kelly Fitz, Les E. Atlas:
Frequency Reassignment for Coherent Modulation Filtering. ICASSP (5) 2006: 261-264 - 2005
- [c48]Steven M. Schimmel, Les E. Atlas:
Coherent Envelope Detection for Modulation Filtering of Speech. ICASSP (1) 2005: 221-224 - [c47]Les E. Atlas, Christian Janssen:
Coherent modulation spectral filtering for single-channel music source separation. ICASSP (4) 2005: 461-464 - [c46]Somsak Sukittanon, Les E. Atlas, James W. Pitton, Karim Filali:
Improved modulation spectrum through multi-scale modulation frequency decomposition. ICASSP (4) 2005: 517-520 - [c45]Qin Li, Les E. Atlas:
Properties for modulation spectral filtering. ICASSP (4) 2005: 521-524 - [c44]Lane M. D. Owsley, Les E. Atlas, Chad Heinemann:
Use of modulation spectra for representation and classification of acoustic transients from sniper fire. ICASSP (4) 2005: 1129-1132 - [c43]Takahiro Shinozaki, Mari Ostendorf, Les E. Atlas:
Data sampling for improved speech recognizer training. INTERSPEECH 2005: 1693-1696 - 2004
- [j19]Somsak Sukittanon, Les E. Atlas, James W. Pitton:
Modulation-scale analysis for content identification. IEEE Trans. Signal Process. 52(10): 3023-3035 (2004) - [c42]Les E. Atlas, Qin Li, Jeffrey Thompson:
Homomorphic modulation spectra. ICASSP (2) 2004: 761-764 - 2003
- [j18]Les E. Atlas, Shihab A. Shamma:
Joint Acoustic and Modulation Frequency. EURASIP J. Adv. Signal Process. 2003(7): 668-675 (2003) - [c41]Qin Li, Les E. Atlas:
Time-variant least squares harmonic modeling. ICASSP (2) 2003: 41-44 - [c40]Jeffrey Thompson, Les E. Atlas:
A non-uniform modulation transform for audio coding with increased time resolution. ICASSP (5) 2003: 397-400 - [c39]Somsak Sukittanon, Les E. Atlas, James W. Pitton, Jack McLaughlin:
Non-stationary signal classification using joint frequency analysis. ICASSP (6) 2003: 453-456 - [c38]Bradford W. Gillespie, Les E. Atlas:
Strategies for improving audible quality and speech recognition accuracy of reverberant speech. ICASSP (1) 2003: 676-679 - [c37]Les E. Atlas:
Modulation spectral filtering of speech. INTERSPEECH 2003: 2577-2580 - [c36]Somsak Sukittanon, Les E. Atlas:
Channel compensation of modulation spectral features. ISCAS (2) 2003: 540-543 - 2002
- [c35]Bradford W. Gillespie, Les E. Atlas:
Acoustic diversity for improved speech recognition in reverberant environments. ICASSP 2002: 557-560 - [c34]John F. Keane, Les E. Atlas:
Molecular signal processing and detection in T-cells. ICASSP 2002: 1597-1600 - [c33]Somsak Sukittanon, Les E. Atlas:
Modulation frequency features for audio fingerprinting. ICASSP 2002: 1773-1776 - 2001
- [j17]Bradford W. Gillespie, Les E. Atlas:
Optimizing time-frequency kernels for classification. IEEE Trans. Signal Process. 49(3): 485-496 (2001) - [c32]John F. Keane, Les E. Atlas:
Impulses and stochastic arithmetic for signal processing. ICASSP 2001: 1257-1260 - [c31]Mark S. Vinton, Les E. Atlas:
Scalable and progressive audio codec. ICASSP 2001: 3277-3280 - [c30]Mari Ostendorf, Les E. Atlas, Robert Fish, Özgür Çetin, Somsak Sukittanon, Gary D. Bernard:
Joint use of dynamical classifiers and ambiguity plane features. ICASSP 2001: 3589-3592 - 2000
- [c29]Bradford W. Gillespie, Les E. Atlas:
Data-driven time-frequency classification techniques applied to tool-wear monitoring. ICASSP 2000: 649-652 - [c28]Les E. Atlas, Mari Ostendorf, Gary D. Bernard:
Hidden Markov models for monitoring machining tool-wear. ICASSP 2000: 3887-3890
1990 – 1999
- 1999
- [j16]Les Atlas, Pierre Duhamel:
Recent developments in the core of digital signal processing. IEEE Signal Process. Mag. 16(1): 16-31 (1999) - [c27]Bradford W. Gillespie, Les E. Atlas:
Optimization of time and frequency resolution for radar transmitter identification. ICASSP 1999: 1341-1344 - 1997
- [j15]Lane M. D. Owsley, Les E. Atlas, Gary D. Bernard:
Self-organizing feature maps and hidden Markov models for machine-tool monitoring. IEEE Trans. Signal Process. 45(11): 2787-2798 (1997) - [c26]Jack McLaughlin, James Droppo, Les E. Atlas:
Class-dependent, discrete time-frequency distributions via operator theory. ICASSP 1997: 2045-2048 - [c25]Lane M. D. Owsley, Les E. Atlas, Gary D. Bernard:
Automatic clustering of vector time-series for manufacturing machine monitoring. ICASSP 1997: 3393-3396 - 1996
- [j14]Les E. Atlas, Gary D. Bernard, Siva Bala Narayanan:
Applications of time-frequency analysis to signals from manufacturing and machine monitoring sensors. Proc. IEEE 84(9): 1319-1329 (1996) - [c24]Lane M. D. Owsley, Les E. Atlas, Gary D. Bernard:
Self-organizing feature maps with perfect organization. ICASSP 1996: 3557-3560 - 1995
- [j13]Ronald A. Cole, Lynette Hirschman, Les E. Atlas, Mary E. Beckman, Alan Biermann, Marcia A. Bush, Mark Clements, Jordan Cohen, Oscar Garcia, Brian A. Hanson, Hynek Hermansky, Steve Levinson, Kathy McKeown, Nelson Morgan, David G. Novick, Mari Ostendorf, Sharon L. Oviatt, Patti Price, Harvey F. Silverman, Judy Spitz, Alex Waibel, Clifford J. Weinstein, Stephen A. Zahorian, Victor Zue:
The challenge of spoken language systems: research directions for the nineties. IEEE Trans. Speech Audio Process. 3(1): 1-21 (1995) - [j12]James W. Pitton, Les E. Atlas:
Discrete-time implementation of the cone-kernel time-frequency representation. IEEE Trans. Signal Process. 43(8): 1996-1998 (1995) - [j11]Jing Fang, Les E. Atlas:
Quadratic detectors for energy estimation. IEEE Trans. Signal Process. 43(11): 2582-2594 (1995) - [c23]Lane M. D. Owsley, Les E. Atlas, Gary D. Bernard:
Feature extraction networks for dull tool monitoring. ICASSP 1995: 3355-3358 - 1994
- [j10]David A. Cohn, Les E. Atlas, Richard E. Ladner:
Improving Generalization with Active Learning. Mach. Learn. 15(2): 201-221 (1994) - [j9]James W. Pitton, Les E. Atlas, Patrick J. Loughlin:
Applications of positive time-frequency distributions to speech processing. IEEE Trans. Speech Audio Process. 2(4): 554-566 (1994) - [j8]Eve A. Riskin, Richard E. Ladner, Ren-Yuh Wang, Les E. Atlas:
Index assignment for progressive transmission of full-search vector quantization. IEEE Trans. Image Process. 3(3): 307-312 (1994) - [j7]Jerome T. Connor, R. Douglas Martin, Les E. Atlas:
Recurrent neural networks and robust time series prediction. IEEE Trans. Neural Networks 5(2): 240-254 (1994) - [j6]Seho Oh, Robert J. Marks II, Les E. Atlas:
Kernel synthesis for generalized time-frequency distributions using the method of alternating projections onto convex sets. IEEE Trans. Signal Process. 42(7): 1653-1661 (1994) - [j5]Patrick J. Loughlin, James W. Pitton, Les E. Atlas:
Construction of positive time-frequency distributions. IEEE Trans. Signal Process. 42(10): 2697-2705 (1994) - [c22]Siva Bala Narayanan, Jing Fang, Gary D. Bernard, Les E. Atlas:
Feature representations for monitoring of tool wear. ICASSP (6) 1994: 137-140 - 1993
- [j4]Patrick J. Loughlin, James W. Pitton, Les E. Atlas:
Bilinear time-frequency representations: new insights and properties. IEEE Trans. Signal Process. 41(2): 750-767 (1993) - [c21]Jerome T. Connor, Les E. Atlas:
Coding Theory and Regularization. Data Compression Conference 1993: 158-167 - [c20]James W. Pitton, Patrick J. Loughlin, Les E. Atlas:
Positive time-frequency distributions via maximum entropy deconvolution of the evolutionary spectrum. ICASSP (4) 1993: 436-439 - 1992
- [j3]Yunxin Zhao, Xinhua Zhuang, Les E. Atlas, Lars Anderson:
Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models. CVGIP Graph. Model. Image Process. 54(3): 187-197 (1992) - [c19]Les Atlas, Jing Fang:
Quadratic detectors for general nonlinear analysis of speech. ICASSP 1992: 9-12 - [c18]Patrick J. Loughlin, James W. Pitton, Les E. Atlas:
An information-theoretic approach to positive time-frequency distributions. ICASSP 1992: 125-128 - 1991
- [j2]Yunxin Zhao, Les E. Atlas, Xinhua Zhuang:
Application of the Gibbs distribution to hidden Markov modeling in speaker independent isolated word recognition. IEEE Trans. Signal Process. 39(6): 1291-1299 (1991) - [c17]Les E. Atlas, Patrick J. Loughlin, James W. Pitton:
Truly nonstationary techniques for the analysis and display of voiced speech. ICASSP 1991: 433-436 - [c16]Patrick J. Loughlin, James W. Pitton, Les E. Atlas:
New properties to alleviate interference in time-frequency representations. ICASSP 1991: 3205-3208 - [c15]Jerome T. Connor, Les E. Atlas, R. Douglas Martin:
Recurrent Networks and NARMA Modeling. NIPS 1991: 301-308 - 1990
- [j1]Yunxin Zhao, Les E. Atlas, Robert J. Marks II:
The use of cone-shaped kernels for generalized time-frequency representations of nonstationary signals. IEEE Trans. Acoust. Speech Signal Process. 38(7): 1084-1091 (1990) - [c14]Les Atlas, William Koolman, Patrick J. Loughlin, Randy Cole:
New nonstationary techniques for the analysis and display of speech transients. ICASSP 1990: 385-388 - [c13]Jean D. Mc Auliffe, Les E. Atlas, Carlos Rivera:
A comparison of the LBG algorithm and Kohonen neural network paradigm for image vector quantization. ICASSP 1990: 2293-2296
1980 – 1989
- 1989
- [c12]Yunzin Zhao, Lars S. Andersen, Les E. Atlas:
Parameter estimation and restoration of noisy images using Gibbs distributions in hidden Markov models. ICASSP 1989: 1421-1424 - [c11]Yoshitake Suzuki, Les E. Atlas:
A comparison of processor topologies for a fast trainable neural network for speech recognition. ICASSP 1989: 2509-2512 - [c10]Les E. Atlas, David A. Cohn, Richard E. Ladner:
Training Connectionist Networks with Queries and Selective Sampling. NIPS 1989: 566-573 - [c9]Les E. Atlas, Ronald A. Cole, Jerome T. Connor, Mohamed A. El-Sharkawi, Robert J. Marks II, Yeshwant K. Muthusamy, Etienne Barnard:
Performance Comparisons Between Backpropagation Networks and Classification Trees on Three Real-World Applications. NIPS 1989: 622-629 - [c8]Les E. Atlas, Jerome T. Connor, Dong-Chul Park, Mohamed A. El-Sharkawi, Robert J. Marks II, Alan F. Lippman, Ronald A. Cole, Yeshwant K. Muthusamy:
A performance comparison of trained multilayer perceptrons and trained classification trees. SMC 1989: 915-920 - 1988
- [c7]Yunxin Zhao, Les Atlas, Xinhua Zhuang:
Application of the Gibbs distribution to hidden Markov modeling in isolated word recognition. ICASSP 1988: 28-31 - [c6]Seho Oh, Les E. Atlas, Robert J. Marks II, Dong-Chul Park:
Effects of clock skew in iterative neural network and optical feedback processors. ICNN 1988: 429-435 - [c5]Robert J. Marks II, Les E. Atlas, Dong C. Park, Seho Oh:
The effect of stochastic interconnects in artificial neural network classification. ICNN 1988: 437-442 - 1987
- [c4]Les E. Atlas, Toshiteru Homma, Robert J. Marks II:
An Artificial Neural Network for Spatio-Temporal Bipolar Patterns: Application to Phoneme Classification. NIPS 1987: 31-40 - [c3]Robert J. Marks II, Les E. Atlas, Seho Oh, James A. Ritcey:
The Performance of Convex Set Projection Based Neural Networks. NIPS 1987: 534-543 - 1986
- [c2]Robert J. Marks II, Les E. Atlas:
Image recognition with inexact processing. ICASSP 1986: 1461-1464 - 1985
- [c1]Les E. Atlas, Leo M. Hengky:
Cross-channel correlation for the enhancement of noisy speech. ICASSP 1985: 724-727
Coauthor Index
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