David V. Anderson

Orcid: 0000-0002-8571-4613

According to our database1, David V. Anderson authored at least 163 papers between 1990 and 2024.

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Bibliography

2024
Audiosockets: A Python socket package for Real-Time Audio Processing.
CoRR, 2024

SlimNet: A Lightweight Attentive Network for Speech-Music-Noise Classification and Voice Activity Detection.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

2023
Randomized Tensor Robust PCA for Noisy Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023

Tensor Robust CUR for Compression and Denoising of Hyperspectral Data.
IEEE Access, 2023

2022
Evaluation of a Head-Tongue Controller for Power Wheelchair Driving by People With Quadriplegia.
IEEE Trans. Biomed. Eng., 2022

Online Tensor Robust Principal Component Analysis.
IEEE Access, 2022

Practical High-Fidelity Sensing of the Sleep Environment in the Home.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Hybrid Attention-Based Prototypical Networks for Few-Shot Sound Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
I-vector Based Within Speaker Voice Quality Identification on connected speech.
CoRR, 2021

Non-Parametric Online Changepoint Detection Algorithm.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Best Practices for Designing and Training Neural Networks Subjected to Random Variations.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A Multi-Channel Temporal Attention Convolutional Neural Network Model for Environmental Sound Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Improving Robustness In Analog Neural Networks By Introducing Sparse Connectivity.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Audio-Based Bayesian Model for Productivity Estimation of Cyclic Construction Activities.
J. Comput. Civ. Eng., 2020

Analyzing the Effects of Noise and Variation on the Accuracy of Analog Neural Networks.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

2019
Identification of Voice Quality Variation Using I-Vectors.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

On the role of features in human activity recognition.
Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019

2018
A weighted accent classification using multiple words.
Neurocomputing, 2018

Audio Classification Based on Weakly Labeled Data.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Canonical ELM: Improving the Performance of Extreme Learning Machines on Multivariate Regression Tasks Using Canonical Correlations.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Using Block Coordinate Descent to Learn Sparse Coding Dictionaries with a Matrix Norm Update.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Study of Training Targets for Deep Neural Network-Based Speech Enhancement Using Noise Prediction.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Outlier Learning via Augmented Frozen Dictionaries.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Speech enhancement using extreme learning machines.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

A Mask-Based Post Processing Approach for Improving the Quality and Intelligibility of Deep Neural Network Enhanced Speech.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

A Noise Prediction and Time-Domain Subtraction Approach to Deep Neural Network Based Speech Enhancement.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Investigation on adaptive data condensation for exemplar based method in speech task.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

AF Classification from ECG Recording Using Feature Ensemble and Sparse Coding.
Proceedings of the Computing in Cardiology, 2017

A framework for speech enhancement using extreme learning machines.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Face recognition for vehicle personalization with near infrared frame differencing.
IEEE Trans. Consumer Electron., 2016

Word based dialect classification using extreme learning machines.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Sparse approximation on energy efficient hardware.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Identifying rale sounds in chickens using audio signals for early disease detection in poultry.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Speaker similarity score based fast phoneme classification by using neighborhood components analysis.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Heart Sound Classification via Sparse Coding.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Speaker Adaptation Using Speaker Similarity Score on DNN Features.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Learning anomalous features via sparse coding using matrix norms.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Deep emotion recognition using prosodic and spectral feature extraction and classification based on cross validation and bootstrap.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Face recognition in vehicles with near infrared frame differencing.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Adaptive likelihood codebook reordering vector quantization for 1-D data sources.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Classification Using Residual Vector Quantization with Markov-Bayesian Structure.
Proceedings of the 2015 Data Compression Conference, 2015

Direct Image Alignment for Active Near Infrared Image Differencing.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Speech Processing on a Reconfigurable Analog Platform.
IEEE Trans. Very Large Scale Integr. Syst., 2014

Using k-Nearest Neighbor and Speaker Ranking for Phoneme Prediction.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

Sparse decomposition of audio spectrograms for automated disease detection in chickens.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Classifying broiler chicken condition using audio data.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Detecting symptoms of diseases in poultry through audio signal processing.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Scaling Energy Per Operation via an Asynchronous Pipeline.
IEEE Trans. Very Large Scale Integr. Syst., 2013

Evaluating the Generalization of the Hearing Aid Speech Quality Index (HASQI).
IEEE Trans. Speech Audio Process., 2013

Identifying salient sounds using dual-task experiments.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Enhancing Online Music Lessons with Applications in Automating Self-Learning Tutorials and Performance Assessment.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Tree-Independent Dual-Tree Algorithms.
Proceedings of the 30th International Conference on Machine Learning, 2013

A novel binary mask estimator based on sparse approximation.
Proceedings of the IEEE International Conference on Acoustics, 2013

Likelihood codebook reordering vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Incremental Lattice Reduction: Motivation, Theory, and Practical Implementation.
IEEE Trans. Wirel. Commun., 2012

Perceptually Inspired Noise-Reduction Method for Binaural Hearing Aids.
IEEE Trans. Speech Audio Process., 2012

Binaural Noise Reduction Using Frequency-Warped FIR Filters.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011
Modified Sliding-Block Distributed Arithmetic with Offset Binary Coding for Adaptive Filters.
J. Signal Process. Syst., 2011

Lattice Reduction for MIMO Detection: From Theoretical Analysis to Hardware Realization.
IEEE Trans. Circuits Syst. I Regul. Pap., 2011

FFT-Based Block Processing in Speech Enhancement: Potential Artifacts and Solutions.
IEEE ACM Trans. Audio Speech Lang. Process., 2011

Storytelling - The Missing Art in Engineering Presentations [DSP Education].
IEEE Signal Process. Mag., 2011

Robust non-vad implementation of Multichannel Wiener filter for binaural noise reduction.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Reduced-bandwidth and low-complexity multichannel wiener filter for binaural hearing aids.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Robustness of the Hearing Aid Speech Quality Index (HASQI).
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

Learning distances to improve phoneme classification.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Design of analog audio classifiers with AdaBoost-Based feature selection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Binaural Noise-Reduction Method Based on Blind Source Separation and Perceptual Post Processing.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Perceptually-Inspired Processing for Multichannel Wiener Filter.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Robust Bayesian Analysis applied to Wiener filtering of speech.
Proceedings of the IEEE International Conference on Acoustics, 2011

Are all basis updates for lattice-reduction-aided MIMO detection necessary?
Proceedings of the IEEE International Conference on Acoustics, 2011

A perceptually transparent audio power reduction algorithm for loudspeaker power management.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Error Immune Logic for Low-Power Probabilistic Computing.
VLSI Design, 2010

Implementation of blind source separation and a post-processing algorithm for noise suppression in cell-phone applications.
Proceedings of the IEEE International Conference on Acoustics, 2010

Distortions in speech enhancement due to block processing.
Proceedings of the IEEE International Conference on Acoustics, 2010

A modulation view of audio processing for reducing audible artifacts.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Fixed-Point Signal Processing
Synthesis Lectures on Signal Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02533-4, 2009

Net-Sensitivity-Based Optimization of Large-Scale Field-Programmable Analog Array (FPAA) Placement and Routing.
IEEE Trans. Circuits Syst. II Express Briefs, 2009

Trends in multicore DSP platforms.
IEEE Signal Process. Mag., 2009

Designing low-complexity equalizers for wireless systems.
IEEE Commun. Mag., 2009

Gain adaptation based on signal-to-noise ratio for noise suppression.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Non-negative Matrix Factorization, Convexity and Isometry.
Proceedings of the SIAM International Conference on Data Mining, 2009

An Asynchronously Embedded Datapath for Performance Acceleration and Energy Efficiency.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Analog Implementation of SNR based Gain Adaptation for Denoising.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A hardware-efficient implementation of the fast affine projection algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2009

Adaptive filters using modified sliding-block distributed arithmetic with offset binary coding.
Proceedings of the IEEE International Conference on Acoustics, 2009

VLSI implementation of an effective lattice reduction algorithm with fixed-point considerations.
Proceedings of the IEEE International Conference on Acoustics, 2009

A generic reconfigurable array specification and programming environment (GRASPER).
Proceedings of the 19th European Conference on Circuit Theory and Design, 2009

2008
A Reconfigurable Mixed-Signal VLSI Implementation of Distributed Arithmetic Used for Finite-Impulse Response Filtering.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A Bandpass Filter With Inherent Gain Adaptation for Hearing Applications.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Learning Isometric Separation Maps
CoRR, 2008

Compressive sensing on a CMOS separable transform image sensor.
Proceedings of the IEEE International Conference on Acoustics, 2008

A programmable analog radial-basis-function based classifier.
Proceedings of the IEEE International Conference on Acoustics, 2008

A spatially recursive optical flow estimation framework using adaptive filtering.
Proceedings of the IEEE International Conference on Acoustics, 2008

Improved Wavelet-Based Embedded Image Coding Using a Dynamic Index Reordering Vector Quantizer.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007
An Analog Programmable Multidimensional Radial Basis Function Based Classifier.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

A Programmable Multi-Dimensional Analog Radial-Basis- Function-Based Classifier.
Proceedings of the VLSI-SoC: Advanced Topics on Systems on a Chip, 2007

An analog programmable multi-dimensional radial basis function based classifier.
Proceedings of the IFIP VLSI-SoC 2007, 2007

The wavelet-based multi-resolution motion estimation using temporal aliasing detection.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Optimal Synthesis of MITE Translinear Loops.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2-MITE Product-of-Power-Law Networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

VLSI Implementation of a Reconfigurable Mixed-Signal Finite Impulse Response Filter.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Glass Break Detector Analog Front-End Using Novel Classifier Circuit.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A Missing Data-based Feature Fusion Strategy for Noise-Robust Automatic Speech Recognition Using Noisy Sensors.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Large-Scale FPAA Devices for Signal Processing Applications.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multi-Sensor Spectro-Temporal Comb Filtering for Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2007

Varying Time Constants and Gain Adaptation in Feature Extraction for Speech Processing.
Proceedings of the IEEE International Conference on Acoustics, 2007

Rapid Prototyping of Large-scale Analog Circuits With Field Programmable Analog Array.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

Using auditory saliency to understand complex auditory scenes.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Placement for large-scale floating-gate field-programable analog arrays.
IEEE Trans. Very Large Scale Integr. Syst., 2006

Performance analysis of a correlation-based optical flow algorithm under noisy environments.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Improving the noise-robustness of mel-frequency cepstral coefficients for speech processing.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2006

Checkerboard-Type Filtering for a Low-Power Gradient-Based Optical Flow Estimation System.
Proceedings of the International Conference on Image Processing, 2006

Architecture for Hierarchical Block Motion Estimation Using Variable Block Sizes.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Noise Robust Aurora-2 Speech Recognition Employing a Codebook-Constrained Kalman Filter Preprocessor.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

On low-power analog implementation of particle filters for target tracking.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
A Framework for Teaching Real-Time Digital Signal Processing With Field-Programmable Gate Arrays.
IEEE Trans. Educ., 2005

Large-scale field-programmable analog arrays for analog signal processing.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

LMS adaptive filters using distributed arithmetic for high throughput.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

Developing large-scale field-programmable analog arrays for rapid prototyping.
Int. J. Embed. Syst., 2005

Towards Low-Power On-chip Auditory Processing.
EURASIP J. Adv. Signal Process., 2005

A Physiologically Inspired Method for Audio Classification.
EURASIP J. Adv. Signal Process., 2005

Mapping algorithm for large-scale field programmable analog array.
Proceedings of the 2005 International Symposium on Physical Design, 2005

Synthesis of MITE log-domain filters with unique operating points.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Audio classification and scene recognition and for hearing aids.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A framework for estimation of clean speech by fusion of outputs from multiple speech enhancement systems.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Using dynamic codebook re-ordering to exploit inter-frame correlation in MELP coders.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Speech enhancement using non-acoustic sensors.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Speech bandwidth extension by improved codebook mapping towards increased phonetic classification.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Hardware-efficient distributed arithmetic architecture for high-order digital filters.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Segmentation-Based Speech Enhancement for Intelligibility Improvement in MELP Coders Using Auxiliary Sensors.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Hierarchical Placement for Large-scale FPAA.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

2004
DSP for practicing engineers: a case study in Internet course delivery.
IEEE Trans. Educ., 2004

Optimal multistage vector quantization of LPC parameters over noisy channels.
IEEE Trans. Speech Audio Process., 2004

Joint design of channel-optimized multistage vector quantizer.
IEEE Signal Process. Lett., 2004

C<sup>4</sup> band-pass delay filter for continuous-time subband adaptive tapped-delay filter.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Synthesis of static multiple input multiple output MITE networks.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Boosting as a dimensionality reduction tool for audio classification.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Programmable multiple input translinear elements.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Application performance of elements in a floating-gate FPAA.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Two-sensor noise robust ASR with missing frames for Aurora2 task.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Developing Large-Scale Field-Programmable Analog Arrays.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Single acoustic-channel speech enhancement based on glottal correlation using non-acoustic sensor.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

A soft decision MMSE amplitude estimator as a noise preprocessor to speech coder s using a glottal sensor.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Noise robust digit recognition using a glottal radar sensor for voicing detection.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Low-power audio classification for ubiquitous sensor networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A novel high performance distributed arithmetic adaptive filter implementation on an FPGA.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

An FPGA Implementation for a High Throughput Adaptive Filter Using Distributed Arithmetic.
Proceedings of the 12th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2004), 2004

2003
High Fill-Factor Imagers for Neuromorphic Processing Enabled by Floating-Gate Circuits.
EURASIP J. Adv. Signal Process., 2003

Robust jointly optimized multistage vector quantization for speech coding.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Noise robust digit recognition with missing frames.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Adaptive, acoustic noise suppression for speech enhancement.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002
Mel-frequency cepstrum encoding in analog floating-gate circuitry.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Continuous-time audio noise suppression and real-time implementation.
Proceedings of the IEEE International Conference on Acoustics, 2002

Cooperative analog-digital signal processing.
Proceedings of the IEEE International Conference on Acoustics, 2002

Field-Programmable Analog Arrays: A Floating-Gate Approach.
Proceedings of the Field-Programmable Logic and Applications, 2002

2001
DSP for practicing engineers: an online course for continuing DSP education.
Proceedings of the IEEE International Conference on Acoustics, 2001

Programmable and Adaptive Analog Filters using Arrays of Floating-Gate Circuits.
Proceedings of the 19th Conference on Advanced Research in VLSI (ARVLSI 2001), 2001

2000
Internet Course Delivery - Making it Easier and More Effective.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

1999
Audio signal noise reduction using multi-resolution sinusoidal modeling.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1996
Speech analysis and coding using a multi-resolution sinusoidal transform.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Application of a human auditory model to loudness perception and hearing compensation.
Proceedings of the 1995 International Conference on Acoustics, 1995

Evaluation of a hearing compensation algorithm.
Proceedings of the 1995 International Conference on Acoustics, 1995

1990
Methods for the Efficient Calculation of the (Mhd) Magnetohydrodynamic Stability Properties of Magnetically Confined Fusion Plasmas.
Int. J. High Perform. Comput. Appl., 1990


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