Roberto Gil-Pita

According to our database1, Roberto Gil-Pita authored at least 81 papers between 2002 and 2020.

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

Timeline

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Bibliography

2020
A Wrapper Feature Selection Algorithm: An Emotional Assessment Using Physiological Recordings from Wearable Sensors.
Sensors, 2020

Age and Gender Recognition from Speech Using Deep Neural Networks.
Proceedings of the Advances in Physical Agents II, 2020

2019
Activity Recognition Using Wearable Physiological Measurements: Selection of Features from a Comprehensive Literature Study.
Sensors, 2019

Multi-microphone acoustic events detection and classification for indoor monitoring.
Proceedings of the Signal Processing: Algorithms, 2019

Cost-constrained Drone Presence Detection through Smart Sound Processing.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2018
Smart Sound Processing for Defect Sizing in Pipelines Using EMAT Actuator Based Multi-Frequency Lamb Waves.
Sensors, 2018

2017
Indoor Self-Localization and Orientation Estimation of Smartphones Using Acoustic Signals.
Wirel. Commun. Mob. Comput., 2017

Maximum Likelihood Decision Fusion for Weapon Classification in Wireless Acoustic Sensor Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

A new mixing matrix estimation method based on the geometrical analysis of the sound separation problem.
Signal Process., 2017

Multicriteria Design of Cost-Conscious Fuzzy Rule-Based Classifiers.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

Energy-Efficient Acoustic Violence Detector for Smart Cities.
Int. J. Comput. Intell. Syst., 2017

Improving Speech Intelligibility in Binaural Hearing Aids by Estimating a Time-Frequency Mask with a Weighted Least Squares Classifier.
Proceedings of the Interspeech 2017, 2017

Acoustic Detection of Violence in Real and Fictional Environments.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Evolved frequency log-energy coefficients for voice activity detection in hearing aids.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Energy-conscious fuzzy rule-based classifiers for battery operated embedded devices.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Indoor Blind Localization of Smartphones by Means of Sensor Data Fusion.
IEEE Trans. Instrum. Meas., 2016

Synchronization based on mixture alignment for sound source separation in wireless acoustic sensor networks.
Signal Process., 2016

Violence Detection in Real Environments for Smart Cities.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Synchronization for classical blind source separation algorithms in wireless acoustic sensor networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Distributed and collaborative sound environment information extraction in binaural hearing aids.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Improving learning efficiency in multi-objective simulated annealing programming for sound environment classification.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

A machine learning approach for computationally and energy efficient speech enhancement in binaural hearing aids.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
A Computationally Efficient Sound Environment Classifier for Hearing Aids.
IEEE Trans. Biomed. Eng., 2015

Assessment of Mental, Emotional and Physical Stress through Analysis of Physiological Signals Using Smartphones.
Sensors, 2015

Energy-Efficient Sound Environment Classifier for Hearing Aids Based on Multi-objective Simulated Annealing Programming.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Indoor blind localization of smartphones by means of sensor data fusion.
Proceedings of the IEEE Sensors Applications Symposium, 2015

Gunshot Classification from Single-channel Audio Recordings using a Divide and Conquer Approach.
Proceedings of the ICPRAM 2015, 2015

Real-time multiple DOA estimation of speech sources in wireless acoustic sensor networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time.
Sensors, 2014

An evolutionary algorithm to optimize the microphone array configuration for speech acquisition in vehicles.
Eng. Appl. Artif. Intell., 2014

MFCC based Enlargement of the Training Set for Emotion Recognition in Speech.
CoRR, 2014

FPGA-based real-time acoustic camera using pdm mems microphones with a custom demodulation filter.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

A computationally-efficient single-channel speech enhancement algorithm for monaural hearing aids.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Design of microphone arrays for hearing aids optimized to unknown subjects.
Signal Process., 2013

Sensorized Garments and Textrode-Enabled Measurement Instrumentation for Ambulatory Assessment of the Autonomic Nervous System Response in the ATREC Project.
Sensors, 2013

Radar detection with the Neyman-Pearson criterion using supervised-learning-machines trained with the cross-entropy error.
EURASIP J. Adv. Signal Process., 2013

Rate-constrained source separation for speech enhancement in wireless-communicated binaural hearing aids.
EURASIP J. Adv. Signal Process., 2013

An information theoretic approach for speech source enumeration.
Proceedings of the IEEE International Conference on Acoustics, 2013

Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
Speech source separation using a generalized mean shift algorithm.
Signal Process., 2012

Enhancing the energy efficiency of wireless-communicated binaural hearing aids for speech separation driven by soft-computing algorithms.
Appl. Soft Comput., 2012

Noise model for car-embedded speech acquisition system design.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

2011
Cole parameter estimation from total right side electrical bioimpedance spectroscopy measurements - Influence of the number of frequencies and the upper limit.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Optimum microphone array for monaural and binaural in-the-canal hearing aids.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

2010
Joint design of Gaussianized spectrum-based features and least-square linear classifier for automatic acoustic environment classification in hearing aids.
Signal Process., 2010

Application of diametrical clustering to tree-based matching pursuit for sinusoidal modeling.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Intelligent Radar Detectors.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Intelligent Traffic Sign Classifiers.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Study of two error functions to approximate the Neyman-pearson detector using supervised learning machines.
IEEE Trans. Signal Process., 2009

Modified LMS-Based Feedback-Reduction Subsystems in Digital Hearing Aids Based on WOLA Filter Bank.
IEEE Trans. Instrum. Meas., 2009

An evolutionary multiclass algorithm for automatic classification of high range resolution radar targets.
Integr. Comput. Aided Eng., 2009

Analysis of the Effects of Finite Precision in Neural Network-Based Sound Classifiers for Digital Hearing Aids.
EURASIP J. Adv. Signal Process., 2009

Influence of Acoustic Feedback on the Learning Strategies of Neural Network-Based Sound Classifiers in Digital Hearing Aids.
EURASIP J. Adv. Signal Process., 2009

2008
Maximum Position Alignment Method for Noisy High-Resolution Radar Target Classification.
IEEE Signal Process. Lett., 2008

Evolving edited k-Nearest Neighbor Classifiers.
Int. J. Neural Syst., 2008

Sensitivity to noise and performance of HRR-based ATR using the Maximum Position alignment method.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Speech/music/noise classification in hearing aids using a two-layer classification system with MSE linear discriminants.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Low Complexity MLP-Based Radar Detector: Influence of the Training Algorithm and the MLP Size.
Proceedings of the Computational and Ambient Intelligence, 2007

Traffic Sign Classification by Image Preprocessing and Neural Networks.
Proceedings of the Computational and Ambient Intelligence, 2007

Using a Genetic Algorithm for Editing k-Nearest Neighbor Classifiers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Performance Analysis of MLP-Based Radar Detectors in Weibull-Distributed Clutter with Respect to Target Doppler Frequency.
Proceedings of the Artificial Neural Networks, 2007

Robustness with respect to the signal-to-noise ratio of MLP-based detectors in Weibull clutter.
Proceedings of the 15th European Signal Processing Conference, 2007

A new algorithm for fast search of the k nearest patterns.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
NN-Based Detector for Known Targets in Coherent Weibull Clutter.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Using Neural Networks to Detect Microfossil Teeth in Somosaguas Sur Paleontological Site.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Study of the performance of different alignment methods in pattern recognition.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Multilayer Perceptrons Applied to Traffic Sign Recognition Tasks.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Using Multilayer Perceptrons to Align High Range Resolution Radar Signals.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Complexity reduction in Neural Networks applied to traffic sign recognition tasks.
Proceedings of the 13th European Signal Processing Conference, 2005

Efficient bit allocation for high quality subband coding using non-selective filter banks under quantization noise constraints.
Proceedings of the 13th European Signal Processing Conference, 2005

Improving alignment of noisy signals using an iterative Zero Phase method.
Proceedings of the 13th European Signal Processing Conference, 2005

Sensitivity of neural networks which approximate the Neyman-Pearson detector to threshold variations.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
On the Capability of Neural Networks to Approximate the Neyman-Pearson Detector: A Theoretical Study.
Proceedings of the Artificial Neural Networks: Data preparation techniques and application development, 2004

Enlarging Training Sets for Neural Networks.
Proceedings of the Artificial Neural Networks: Data preparation techniques and application development, 2004

2003
Neural Solutions for High Range Resolution Radar Classification.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Background Pixel Classification for Motion Detection in Video Image Sequences.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

MLP and RBFN for Detecting White Gaussian Signals in White Gaussian Interference.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Improving neural classifiers for ATR using a kernel method for generating synthetic training sets.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Improving lossy image compression Wavelet transform based algorithms by predicting discarded coefficients.
Proceedings of the 11th European Signal Processing Conference, 2002


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