Andreas Spanias

Orcid: 0000-0003-0306-9348

Affiliations:
  • Arizona State University, Tempe, Arizona, USA


According to our database1, Andreas Spanias authored at least 324 papers between 1985 and 2023.

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

Awards

IEEE Fellow

IEEE Fellow 2003, "For contributions to speech processing and its industrial applications.".

Timeline

Legend:

Book 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Software-Defined Imaging: A Survey.
Proc. IEEE, May, 2023

Optimizing Solar Power Using Array Topology Reconfiguration With Regularized Deep Neural Networks.
IEEE Access, 2023

Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning.
IEEE Access, 2023

Investigating a Quantum Cloud Paradigm with Quantum Neural Networks.
Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023

Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors.
Proceedings of the Medical Imaging with Deep Learning, 2023

Class GP: Gaussian Process Modeling for Heterogeneous Functions.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Design of a New Photovoltaic Intelligent Monitoring and Control Device.
Proceedings of the 14th International Conference on Information, 2023

Real-time Solar Array Data Acquisition and Fault Detection using Neural Networks.
Proceedings of the 6th IEEE International Conference on Industrial Cyber-Physical Systems, 2023

AN L2-Normalized Spatial Attention Network for Accurate and Fast Classification of Brain Tumors in 2D T1-Weighted CE-MRI Images.
Proceedings of the IEEE International Conference on Image Processing, 2023

Quantum Machine Learning for Optical and SAR Classification.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Signal Analysis-Synthesis Using the Quantum Fourier Transform.
Proceedings of the IEEE International Conference on Acoustics, 2023

Introducing Quantum Computing in a Sophomore Signals and Systems Course.
Proceedings of the IEEE Frontiers in Education Conference, 2023

Quantum Linear Prediction for System Identification and Spectral Estimation Applications.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Analysis of a Modified SEIRS Compartmental Model for COVID-19.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Graph-Based Classification With Multiple Shift Matrices.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors.
Int. J. Virtual Pers. Learn. Environ., 2022

Towards Live 3D Reconstruction from Wearable Video: An Evaluation of V-SLAM, NeRF, and Videogrammetry Techniques.
CoRR, 2022

Revisiting Inlier and Outlier Specification for Improved Out-of-Distribution Detection.
CoRR, 2022

Adaptive Subsampling for ROI-Based Visual Tracking: Algorithms and FPGA Implementation.
IEEE Access, 2022

Implementation and Analysis of Quantum Homomorphic Encryption.
Proceedings of the 13th International Conference on Information, 2022

Quantum Machine Learning for Photovoltaic Topology Optimization.
Proceedings of the 13th International Conference on Information, 2022

The ASU-DCU International Research and Workforce Development Program on Sensors and Machine Learning.
Proceedings of the 13th International Conference on Information, 2022

Quantum Machine Learning for Audio Classification with Applications to Healthcare.
Proceedings of the 13th International Conference on Information, 2022

Distributed Consensus based COVID-19 Hotspot Density Estimation.
Proceedings of the 13th International Conference on Information, 2022

Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images.
Proceedings of the International Conference on Machine Learning, 2022

Predicting the Generalization Gap in Deep Models using Anchoring.
Proceedings of the IEEE International Conference on Acoustics, 2022

Undergraduate Research and Education in Quantum Machine Learning.
Proceedings of the IEEE Frontiers in Education Conference, 2022

2021
Machine and Deep Learning Algorithms and Applications
Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-03758-0, 2021

Coverage-Based Designs Improve Sample Mining and Hyperparameter Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2021

COVID-19 detection using cough sound analysis and deep learning algorithms.
Intell. Decis. Technol., 2021

Improving Multi-Domain Generalization through Domain Re-labeling.
CoRR, 2021

Designing Counterfactual Generators using Deep Model Inversion.
CoRR, 2021

Loss Estimators Improve Model Generalization.
CoRR, 2021

Dropout and Pruned Neural Networks for Fault Classification in Photovoltaic Arrays.
IEEE Access, 2021

Designing Counterfactual Generators using Deep Model Inversion.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the Design of Deep Priors for Unsupervised Audio Restoration.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Quantum Information Processing Algorithms with Emphasis on Machine Learning.
Proceedings of the 12th International Conference on Information, 2021

Quantum Neural Network Parameter Estimation for Photovoltaic Fault Detection.
Proceedings of the 12th International Conference on Information, 2021

Deep Learning with hyper-parameter tuning for COVID-19 Cough Detection.
Proceedings of the 12th International Conference on Information, 2021

PV Array Soiling Detection using Machine Learning.
Proceedings of the 12th International Conference on Information, 2021

Bayesian Optimization in High-Dimensional Spaces: A Brief Survey.
Proceedings of the 12th International Conference on Information, 2021

Using Deep Image Priors to Generate Counterfactual Explanations.
Proceedings of the IEEE International Conference on Acoustics, 2021

Experiences with Web-based Signal Analysis Laboratories and Online Training during the COVID-19 Period.
Proceedings of the IEEE Frontiers in Education Conference, 2021

Research Experiences for Teachers in Machine Learning.
Proceedings of the IEEE Frontiers in Education Conference, 2021

Distributed Edge Counting for Wireless Sensor Networks.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

COVID-19 Detection using Audio Spectral Features and Machine Learning.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

Accurate and Robust Feature Importance Estimation under Distribution Shifts.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Machine Learning for Solar Array Monitoring, Optimization, and Control
Synthesis Lectures on Power Electronics, Morgan & Claypool Publishers, ISBN: 978-3-031-02505-1, 2020

GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models.
IEEE Trans. Neural Networks Learn. Syst., 2020

Consensus Based Distributed Spectral Radius Estimation.
IEEE Signal Process. Lett., 2020

Unsupervised Audio Source Separation Using Generative Priors.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Real-Time Adaptive Noise and Echo Cancellation on a Compact Microcontroller.
Proceedings of the 11th International Conference on Information, 2020

Machine Learning Workforce Development Programs on Health and COVID-19 Research.
Proceedings of the 11th International Conference on Information, 2020

Deep Learning Networks for Vectorized Energy Load Forecasting.
Proceedings of the 11th International Conference on Information, 2020

IRES Program in Sensors and Machine Learning for Energy Systems.
Proceedings of the 11th International Conference on Information, 2020

Machine Learning For Fast Short-Term Energy Load Forecasting.
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

Fault Classification in Photovoltaic Arrays Using Graph Signal Processing.
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

Design and FPGA Implementation of an Adaptive video Subsampling Algorithm for Energy-Efficient Single Object Tracking.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Regularized Attention Mechanism for Graph Attention Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Learning Based MIMO Channel Prediction: An Initial Proof of Concept Prototype.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Reconstruction-Free Compressive Vision for Surveillance Applications
Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02541-9, 2019

Analysis and Design of Robust Max Consensus for Wireless Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Innovation Starts With Education: ICASSP 2019 Education Panel [SP Forum].
IEEE Signal Process. Mag., 2019

Location estimation and detection in wireless sensor networks in the presence of fading.
Phys. Commun., 2019

Articulation constrained learning with application to speech emotion recognition.
EURASIP J. Audio Speech Music. Process., 2019

Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning.
CoRR, 2019

Audio Source Separation via Multi-Scale Learning with Dilated Dense U-Nets.
CoRR, 2019

A Linear Systems Perspective on Intrusion Detection for Routing in Reconfigurable Wireless Networks.
IEEE Access, 2019

PV Array Fault Detection using Radial Basis Networks.
Proceedings of the 10th International Conference on Information, 2019

Positive And Unlabeled Learning Algorithms And Applications: A Survey.
Proceedings of the 10th International Conference on Information, 2019

Formation-aware Cloud Segmentation of Ground-based Images with Applications to PV Systems.
Proceedings of the 10th International Conference on Information, 2019

Solar Array Fault Detection using Neural Networks.
Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

Connection Topology Optimization in Photovoltaic Arrays using Neural Networks.
Proceedings of the IEEE International Conference on Industrial Cyber Physical Systems, 2019

Spatially-Varying Sharpness Map Estimation Based on the Quotient of Spectral Bands.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Introducing Machine Learning in Undergraduate DSP Classes.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing.
Proceedings of the IEEE International Conference on Acoustics, 2019

Designing an Effective Metric Learning Pipeline for Speaker Diarization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Graph Filtering with Multiple Shift Matrices.
Proceedings of the IEEE International Conference on Acoustics, 2019

Introducing Machine Learning in a Sophomore Signals and Systems Course.
Proceedings of the IEEE Frontiers in Education Conference, 2019

An REU Experience in Machine Learning and Computational Cameras.
Proceedings of the IEEE Frontiers in Education Conference, 2019

Introducing machine learning concepts using hands-on Android-based exercises.
Proceedings of the IEEE Frontiers in Education Conference, 2019

Distributed Spectral Radius Estimation in Wireless Sensor Networks.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Adaptive Video Subsampling For Energy-Efficient Object Detection.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

A Modified Logistic Regression for Positive and Unlabeled Learning.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Global Optimization of Graph Filters with Multiple Shift Matrices.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Distributed Network Structure Estimation Using Consensus Methods
Synthesis Lectures on Communications, Morgan & Claypool Publishers, ISBN: 978-3-031-01684-4, 2018

Direct Estimation of Density Functionals Using a Polynomial Basis.
IEEE Trans. Signal Process., 2018

Optimizing Kernel Machines Using Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Improving Robustness of Attention Models on Graphs.
CoRR, 2018

Attention Models with Random Features for Multi-layered Graph Embeddings.
CoRR, 2018

Consensus-based Distributed Quantile Estimation in Sensor Networks.
CoRR, 2018

Triplet Network with Attention for Speaker Diarization.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Optimizing Activity Detection via Sensor Fusion.
Proceedings of the 9th International Conference on Information, 2018

Photovoltaic Array Simulation and Fault Prediction via Multilayer Perceptron Models.
Proceedings of the 9th International Conference on Information, 2018

Shading prediction, fault detection, and consensus estimation for solar array control.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

Fast Non-Linear Methods for Dynamic Texture Prediction.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Stem Reu Site on the Integrated Design of Sensor Devices and Signal Processing Algorithms.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Online Machine Learning Experiments in HTML5.
Proceedings of the IEEE Frontiers in Education Conference, 2018

Max Consensus in the Presence of Additive Noise.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Attend and Diagnose: Clinical Time Series Analysis Using Attention Models.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Cyber-Physical Photovoltaic Array Monitoring and Control System.
Int. J. Monit. Surveillance Technol. Res., 2017

A data-driven basis for direct estimation of functionals of distributions.
CoRR, 2017

Solar energy management as an Internet of Things (IoT) application.
Proceedings of the 8th International Conference on Information, 2017

A brief survey of machine learning methods and their sensor and IoT applications.
Proceedings of the 8th International Conference on Information, 2017

A cyber-physical system approach for photovoltaic array monitoring and control.
Proceedings of the 8th International Conference on Information, 2017

A deep learning approach to multiple kernel fusion.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Reflections: An eModule for echolocation education.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Development of signal processing online labs using HTML5 and mobile platforms.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Signal processing and machine learning concepts using the reflections echolocation app.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Distributed center and coverage region estimation in wireless sensor networks using diffusion adaptation.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Node Localization in Wireless Sensor Networks
Synthesis Lectures on Communications, Morgan & Claypool Publishers, ISBN: 978-3-031-01683-7, 2016

Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure.
IEEE Trans. Signal Process., 2016

Max Consensus in Sensor Networks: Non-linear Bounded Transmission and Additive Noise.
CoRR, 2016

Measuring glomerular number from kidney MRI images.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Integrating machine learning in embedded sensor systems for Internet-of-Things applications.
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

A brief survey of time- and frequency-domain adaptive filters.
Proceedings of the 7th International Conference on Information, 2016

Auto-context modeling using multiple Kernel learning.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Empirically-estimable multi-class classification bounds.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Consensus inference on mobile phone sensors for activity recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Distributed Estimation of the Degree Distribution in Wireless Sensor Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Development of course modules for multidisciplinary STEM education.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

An Android app for spatial acoustic analysis as a learning tool.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

Noise robust dysarthric speech classification using domain adaptation.
Proceedings of the Digital Media Industry & Academic Forum, 2016

Direct classification from compressively sensed images via deep Boltzmann machine.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Multipath Effects in GPS Receivers
Synthesis Lectures on Communications, Morgan & Claypool Publishers, ISBN: 978-3-031-01682-0, 2015

Nonlinear Amplify-and-Forward Distributed Estimation Over Nonidentical Channels.
IEEE Trans. Veh. Technol., 2015

Robust Consensus in the Presence of Impulsive Channel Noise.
IEEE Trans. Signal Process., 2015

Learning Stable Multilevel Dictionaries for Sparse Representations.
IEEE Trans. Neural Networks Learn. Syst., 2015

Within and cross-corpus speech emotion recognition using latent topic model-based features.
EURASIP J. Audio Speech Music. Process., 2015

An overview of recent advances on distributed and agile sensing algorithms and implementation.
Digit. Signal Process., 2015

Undergraduate Signal Processing Laboratories for the Android Operating System.
CoRR, 2015

Advances in speech and audio processing and coding.
Proceedings of the 6th International Conference on Information, 2015

Nonlinear diffusion adaptation with bounded transmission over distributed networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Removing data with noisy responses in regression analysis.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Audio modeling and loudness estimation with IJDSP mobile simulations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A new signal processing course for digital culture.
Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

Adaptive emergency scenery video communications using HEVC for responsive decision support in disaster incidents.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An introductory signal processing course offered across the curriculum.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Node counting in wireless sensor networks.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Image Understanding Using Sparse Representations
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02250-0, 2014

Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning.
IEEE Trans. Image Process., 2014

Energy-Efficient Distributed Estimation by Utilizing a Nonlinear Amplifier.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Kernel Sparse Models for Automated Tumor Segmentation.
Int. J. Artif. Intell. Tools, 2014

Recovering non-negative and combined sparse representations.
Digit. Signal Process., 2014

Empirically Estimable Classification Bounds Based on a New Divergence Measure.
CoRR, 2014

Domain invariant speech features using a new divergence measure.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

A multi-modal approach to emotion recognition using undirected topic models.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Android acoustic ranging.
Proceedings of the 5th International Conference on Information, 2014

Automatic image annotation using inverse maps from semantic embeddings.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Direct tracking from compressive imagers: A proof of concept.
Proceedings of the IEEE International Conference on Acoustics, 2014

Modeling pathological speech perception from data with similarity labels.
Proceedings of the IEEE International Conference on Acoustics, 2014

Signals and systems demonstrations for undergraduates using Android-based localization.
Proceedings of the IEEE Frontiers in Education Conference, 2014

Embedding Android signal processing apps in a high school math class - An RET project.
Proceedings of the IEEE Frontiers in Education Conference, 2014

A scalable feature learning and tag prediction framework for natural environment sounds.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
An Introduction to Kalman Filtering with MATLAB Examples
Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02536-5, 2013

Non-Linear Distributed Average Consensus Using Bounded Transmissions.
IEEE Trans. Signal Process., 2013

Mixing matrix estimation using discriminative clustering for blind source separation.
Digit. Signal Process., 2013

Learning Stable Multilevel Dictionaries for Sparse Representation of Images
CoRR, 2013

Ensemble Sparse Models for Image Analysis
CoRR, 2013

Design of limiting amplifier models for nonlinear amplify-and-forward distributed estimation.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

CRLB for the localization error in the presence of fading.
Proceedings of the IEEE International Conference on Acoustics, 2013

A speech emotion recognition framework based on latent Dirichlet allocation: Algorithm and FPGA implementation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Boosted dictionaries for image restoration based on sparse representations.
Proceedings of the IEEE International Conference on Acoustics, 2013

Sinusoidal component selection based on partial loudness criteria.
Proceedings of the IEEE International Conference on Acoustics, 2013

Optical flow for compressive sensing video reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2013

Selecting disorder-specific features for speech pathology fingerprinting.
Proceedings of the IEEE International Conference on Acoustics, 2013

A heterogeneous dictionary model for representation and recognition of human actions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Java tools for teaching OFDM principles in undergraduate courses.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Health monitoring laboratories by interfacing physiological sensors to mobile android devices.
Proceedings of the IEEE Frontiers in Education Conference, 2013

Max-consensus using the soft maximum.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

Distributed location detection in wireless sensor networks.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Signal Processing for Solar Array Monitoring, Fault Detection, and Optimization
Synthesis Lectures on Power Electronics, Morgan & Claypool Publishers, ISBN: 978-3-031-02497-9, 2012

On the Effectiveness of Multiple Antennas in Distributed Detection over Fading MACs.
IEEE Trans. Wirel. Commun., 2012

Distributed SNR Estimation With Power Constrained Signaling Over Gaussian Multiple-Access Channels.
IEEE Trans. Signal Process., 2012

Search-Free Codebook Mapping for Artificial Bandwidth Extension.
IEICE Trans. Commun., 2012

A top-down design methodology using virtual platforms for concept development.
Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

Shortest Path Techniques for Annotation and Retrieval of Environmental Sounds.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Learning Multilevel Dictionaries for Compressed Sensing Using Discriminative Clustering.
Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Supervised local sparse coding of sub-image features for image retrieval.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Interactive DSP laboratories on mobile phones and tablets.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Signal processing for fault detection in photovoltaic arrays.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Work in progress: Performing signal analysis laboratories using Android devices.
Proceedings of the IEEE Frontiers in Education Conference, 2012

Workshop: Interactive education tools for earth systems and sustainability applications.
Proceedings of the IEEE Frontiers in Education Conference, 2012

Sequential wireless sensor network discovery using wide aperture array signal processing.
Proceedings of the 20th European Signal Processing Conference, 2012

Lifelogging: Archival and retrieval of continuously recorded audio using wearable devices.
Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

Implementation of a fast image coding and retrieval system using a GPU.
Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

Signal processing for photovoltaic applications.
Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

Automated tumor segmentation using kernel sparse representations.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Learning dictionaries with graph embedding constraints.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Distributed average consensus using bounded transmissions.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Analysis of the MPEG-1 Layer III (MP3) Algorithm Using MATLAB
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01518-2, 2011

Waveform Mapping and Time-Frequency Processing of DNA and Protein Sequences.
IEEE Trans. Signal Process., 2011

On the Asymptotic Efficiency of Distributed Estimation Systems With Constant Modulus Signals Over Multiple-Access Channels.
IEEE Trans. Inf. Theory, 2011

Optimality and stability of the K-hyperline clustering algorithm.
Pattern Recognit. Lett., 2011

Error probability-based optimal training for linearly decoded orthogonal space-time block coded wireless systems.
IET Commun., 2011

Distributed SNR Estimation using Constant Modulus Signaling over Gaussian Multiple-Access Channels
CoRR, 2011

Transform domain features for ion-channel signal classification.
Biomed. Signal Process. Control., 2011

Constrained estimation of percussive sound excitations.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Improved sparse coding using manifold projections.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Analyte detection using an ion-channel sensor array.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Work in progress - Interactive signal-processing labs and simulations on iOS devices.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Work in progress: The J-DSP/ESE software for analyzing Earth systems signals.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Learning dictionaries for local sparse coding in image classification.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Optimized measurements for kernel compressive sensing.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Isolated word endpoint detection using time-frequency variance kernels.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Isolated word endpoint detection using time-frequency variance kernels.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Estimation of signal subspace-constrained inputs to linear systems.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
MATLAB Software for the Code Excited Linear Prediction Algorithm: The Federal Standard-1016
Synthesis Lectures on Algorithms and Software in Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01514-4, 2010

Estimation over fading channels with limited feedback using distributed sensing.
IEEE Trans. Signal Process., 2010

Segmentation, Indexing, and Retrieval for Environmental and Natural Sounds.
IEEE Trans. Speech Audio Process., 2010

An Ontological Framework for Retrieving Environmental Sounds Using Semantics and Acoustic Content.
EURASIP J. Audio Speech Music. Process., 2010

On Inequalities Relating the Characteristic Function and Fisher Information
CoRR, 2010

Enhanced direction of arrival estimation via reassigned space-time-frequency methods.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Dimensionality Reduction for Distance Based Video Clustering.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010

Automatic audio tagging using covariate shift adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Time-frequency based biological sequence querying.
Proceedings of the IEEE International Conference on Acoustics, 2010

Combining semantic, social, and acoustic similarity for retrieval of environmental sounds.
Proceedings of the IEEE International Conference on Acoustics, 2010

An auditory-domain based speech enhancement algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2010

Least-squares based feature extraction and sensor fusion for explosive detection.
Proceedings of the IEEE International Conference on Acoustics, 2010

An individually tunable perfect reconstruction filterbank for banded waveguide synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed detection over fading macs with multiple antennas at the fusion center.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Experiments With Sensor Motes and Java-DSP.
IEEE Trans. Educ., 2009

A Frequency/Detector Pruning Approach for Loudness Estimation.
IEEE Signal Process. Lett., 2009

Perceptually-Motivated All-Pole Modeling.
IEEE Signal Process. Lett., 2009

Unifying semantic and content-based approaches for retrieval of environmental sounds.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Template Learning using Wavelet Domain Statistical Models.
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

A Sensor Network for Real-time Acoustic Scene Analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Fast image registration with non-stationary Gauss-Markov random field templates.
Proceedings of the International Conference on Image Processing, 2009

Continuous observation and archival of acoustic scenes using wireless sensor networks.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

A real-time monitoring system for diesel and gasoline exhaust exposure.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009

Multi-channel audio segmentation for continuous observation and archival of large spaces.
Proceedings of the IEEE International Conference on Acoustics, 2009

Energy-constrained discriminant analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

Low-complexity sinusoidal component selection using loudness patterns.
Proceedings of the IEEE International Conference on Acoustics, 2009

Nonlinear acoustic echo control using an accelerometer.
Proceedings of the IEEE International Conference on Acoustics, 2009

Acquiring and Classifying Signals from Nanopores and Ion-Channels.
Proceedings of the Artificial Neural Networks, 2009

2008
Narrowband Direction of Arrival Estimation for Antenna Arrays
Synthesis Lectures on Antennas, Morgan & Claypool Publishers, ISBN: 978-3-031-01537-3, 2008

Gradient projection-based channel equalization under sustained fading.
Signal Process., 2008

Sparse Representations for Pattern Classification using Learned Dictionaries.
Proceedings of the Research and Development in Intelligent Systems XXV, 2008

Real-time sensing and acoustic scene characterization for security applications.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Fast query by example of environmental sounds via robust and efficient cluster-based indexing.
Proceedings of the IEEE International Conference on Acoustics, 2008

A low-complexity loudness estimation algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2008

Performance of distributed estimation over multiple access fading channels with partial feedback.
Proceedings of the IEEE International Conference on Acoustics, 2008

Ultrasound imaging media layer texture analysis of the carotid artery.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Wideband Speech Recovery Using Psychoacoustic Criteria.
EURASIP J. Audio Speech Music. Process., 2007

Dual-Mode Wideband Speech Compression.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Interaction and reflection via 3D path shape qualities in a mediated constructive learning environment.
Proceedings of the International Workshop on Educational Multimedia and Multimedia Education 2007, 2007

An Adaptive Low Rank Algorithm for Semispherical Antenna Arrays.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Analysis and Mitigation of Doppler Rate Effect in a Multipath Channel.
Proceedings of IEEE International Conference on Communications, 2007

Tracking the Path Shape Qualities of Human Motion.
Proceedings of the IEEE International Conference on Acoustics, 2007

Analysis of the Matrix Processing (MxP) Architecture.
Proceedings of the IEEE International Conference on Acoustics, 2007

Sparse Manifold Learning with Applications to SAR Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Scalable Bandwidth Extension Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2007

A feedback systems approach to modeling neural firing-rate homeostasis.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Robust Multi-Features Segmentation and Indexing for Natural Sound Environments.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
Performance of precoded OFDM with channel estimation error.
IEEE Trans. Signal Process., 2006

Teach-Ware: DSP education resources.
IEEE Signal Process. Mag., 2006

Adaptive Beamforming and Particle Filtering.
Proceedings of the IASTED International Conference on Signal Processing, 2006

Bandwidth Extension of Audio Based on Partial Loudness Criteria.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

A transform-domain G-PrOBE algorithm.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Real-time acoustic monitoring using wireless sensor motes.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Optimal Training and Performance Analysis of Space-Time-Frequency Coded OFDM.
Proceedings of IEEE International Conference on Communications, 2006

Equalization of a Time-Varying Channel in the Presence of Doppler Rate.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Real-Time Collaborative Monitoring in Wireless Sensor Networks.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Interactive online undergraduate laboratories using J-DSP.
IEEE Trans. Educ., 2005

Perceptual segmentation and component selection for sinusoidal representations of audio.
IEEE Trans. Speech Audio Process., 2005

Enhancing the Quality of Coded Audio Using Perceptual Criteria.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Rate determination based on perceptual loudness.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Enhancing vocoder performance for music signals.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Interactive Java modules for the MPEG-1 psychoacoustic model [audio coding teaching applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Speech Analysis by Estimating Perceptually Relevant Pole Locations.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

PEP-based optimal training for MIMO systems in wireless channels.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Unified Bayesian Decision Theory Perspective to Sensor Networks.
Proceedings of the Intelligent Control, 2005

Embedding Perceptual Metrics in Rate Control Algorithms.
Proceedings of the Intelligent Control, 2005

2004
Measuring the direction and the strength of coupling in nonlinear Systems-a modeling approach in the State space.
IEEE Signal Process. Lett., 2004

On-line signal processing using J-DSP.
IEEE Signal Process. Lett., 2004

Autoregressive Modeling and Feature Analysis of DNA Sequences.
EURASIP J. Adv. Signal Process., 2004

Channel equalization using the G-Probe.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Web-based experiments for introducing speech recognition basics in a DSP course.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Effect of channel estimation on pair-wise error probability in OFDM.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On the performance of optimal training-based OFDM with channel estimation error.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Fast adaptive algorithms using eigenspace projections.
Signal Process., 2003

Sinusoidal Analysis-Synthesis of Audio Using Perceptual Criteria.
EURASIP J. Adv. Signal Process., 2003

Nonlinear Noise Reduction and Predictability of Epileptic Seizures.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003

On the Use of Directed Transfer Function for Nonlinear Systems.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003

Improved Measure of Information Flow in Coupled Nonlinear Systems.
Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2003), 2003

J-DSP-Control: A Control Systems Simulation Environment.
Proceedings of the 22nd IASTED International Conference on Modelling, 2003

Parametric Autoregressive Modeling of DNA Sequences.
Proceedings of the 22nd IASTED International Conference on Modelling, 2003

On-line laboratories for image and two-dimensional signal processing using 2D J-DSP.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Adaptive modified covariance algorithms for spectral analysis.
Signal Process., 2002

Adaptive antenna systems for mobile ad-hoc networks.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

A simulation tool for introducing MPEG - audio (MP3) concepts in a DSP course.
Proceedings of the IEEE International Conference on Acoustics, 2002

Partial band interference excision for GPS using frequency-domain exponents.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Low bit-rate speech coding based on an improved sinusoidal model.
Speech Commun., 2001

Perceptual component selection in sinusoidal coding of audio.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Development of new functions and scripting capabilities in JavaA-DSP for easy creation and seamless integration of animated DSP simulations in Web courses.
Proceedings of the IEEE International Conference on Acoustics, 2001

Perceptual segmentation and component selection in compact sinusoidal representations of audio.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
An improved approach to robust speech recognition using minimum error classification.
Speech Commun., 2000

Perceptual coding of digital audio.
Proc. IEEE, 2000

Minimum-variance phase prediction and frame interpolation algorithms for low bit rate sinusoidal speech coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Development and evaluation of a Web-based signal and speech processing laboratory for distance learning.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Improved speech recognition using a subspace projection approach.
IEEE Trans. Speech Audio Process., 1999

Cepstrum-based pitch detection using a new statistical V/UV classification algorithm.
IEEE Trans. Speech Audio Process., 1999

An interactive tool for bit error rate analysis of speech coding algorithms.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
A new phase model for sinusoidal transform coding of speech.
IEEE Trans. Speech Audio Process., 1998

A Java signal analysis tool for signal processing experiments.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
HMM-based speech enhancement using harmonic modeling.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A new sinusoidal phase modeling algorithm.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
High-performance alphabet recognition.
IEEE Trans. Speech Audio Process., 1996

A MATLAB software tool for the introduction of speech coding fundamentals in a DSP course.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
System identification based on bounded error constraints.
IEEE Trans. Signal Process., 1995

1994
Speech coding: a tutorial review.
Proc. IEEE, 1994

Context-Dependent Modeling in Alphabet Recognition.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

High Sample Rate Architectures for Block Adaptive Filters.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

1993
Block time and frequency domain modified covariance algorithms for spectral analysis.
IEEE Trans. Signal Process., 1993

Speech processing using higher order statistics.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

Speech enhancement using the bispectrum.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Block time and frequency domain modified covariance algorithms.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Transform methods for seismic data compression.
IEEE Trans. Geosci. Remote. Sens., 1991

A hybrid transform method for analysis/synthesis of speech.
Signal Process., 1991

Vector quantization of transform components for speech coding at 1200 bps.
Proceedings of the 1991 International Conference on Acoustics, 1991

Real-time implementation of a frequency-domain adaptive filter on a fixed-point signal processor.
Proceedings of the 1991 International Conference on Acoustics, 1991

1988
A fast frequency-domain adaptive algorithm.
Proc. IEEE, 1988

1985
A two stage approach for adaptive prediction of ARMA processes.
Proceedings of the IEEE International Conference on Acoustics, 1985


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