Agustín Álvarez Marquina

Orcid: 0000-0002-3387-6709

Affiliations:
  • Technical University of Madrid, Montegancedo Campus, Center for Biomedical Technology, Spain


According to our database1, Agustín Álvarez Marquina authored at least 75 papers between 1995 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Identification of Smith-Magenis syndrome cases through an experimental evaluation of machine learning methods.
Frontiers Comput. Neurosci., 2024

Unfolding Laryngeal Neuromotor Activity in Parkinson's Disease by Phonation Inversion.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Comparison of an Accelerated Garble Embedding Methodology for Privacy Preserving in Biomedical Data Analytics.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,
Inf. Fusion, December, 2023

2022
Characterization of Hypokinetic Dysarthria by a CNN Based on Auditory Receptive Fields.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Effects of Neuroacoustic Stimulation on Two Study Cases of Parkinson's Disease Dysarthria.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Acquisition of Relevant Hand-Wrist Features Using Leap Motion Controller: A Case of Study.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Identification of Parkinson's Disease from Speech Using CNNs and Formant Measures.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

2021
Acoustic to kinematic projection in Parkinson's disease dysarthria.
Biomed. Signal Process. Control., 2021

2020
Performance of Articulation Kinetic Distributions Vs MFCCs in Parkinson's Detection from Vowel Utterances.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

A Methodology to Differentiate Parkinson's Disease and Aging Speech Based on Glottal Flow Acoustic Analysis.
Int. J. Neural Syst., 2020

Individual Mandibular Motor Actions estimated from Speech Articulation Features.
Proceedings of the 3rd RaPID Workshop: Resources and Processing of Linguistic, 2020

Parkinson's Disease Glottal Flow Characterization: Phonation Features vs Amplitude Distributions.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants.
Int. J. Neural Syst., 2019

Characterization of Parkinson's disease dysarthria in terms of speech articulation kinematics.
Biomed. Signal Process. Control., 2019

Evaluating Instability on Phonation in Parkinson's Disease and Aging Speech.
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

Comparing Parkinson's Disease Dysarthria and Aging Speech using Articulation Kinematics.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Estimating Facial Neuromotor Activity from sEMG and Accelerometry for Speech Articulation.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2017
Parkinson's disease monitoring by biomechanical instability of phonation.
Neurocomputing, 2017

Relating Facial Myoelectric Activity to Speech Formants.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

2016
Phonation Biomechanics in Quantifying Parkinson's Disease Symptom Severity.
Proceedings of the Recent Advances in Nonlinear Speech Processing, 2016

New Method for Finding Optimum Number of Characteristics to Classify Speakers by Age.
Proceedings of the Recent Advances in Nonlinear Speech Processing, 2016

2015
Phonation biomechanic analysis of Alzheimer's Disease cases.
Neurocomputing, 2015

Monitoring Parkinson's Disease from phonation improvement by Log Likelihood Ratios.
Proceedings of the 4th International Work Conference on Bioinspired Intelligence, 2015

Parkinson's Disease Monitoring from Phonation Biomechanics.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

2013
Characterizing Neurological Disease from Voice Quality Biomechanical Analysis.
Cogn. Comput., 2013

Gender Detection in Running Speech from Glottal and Vocal Tract Correlates.
Proceedings of the Advances in Nonlinear Speech Processing - 6th International Conference, 2013


Estimating Tremor in Vocal Fold Biomechanics for Neurological Disease Characterization.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013


2011
Neuromorphic detection of speech dynamics.
Neurocomputing, 2011

Bio-inspired Phonologic Processing: From Vowel Representation Spaces to Categories.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

KPCA vs. PCA Study for an Age Classification of Speakers.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

Neuromorphic Detection of Vowel Representation Spaces.
Proceedings of the New Challenges on Bioinspired Applications, 2011


Glottal parameter estimation by wavelet transform for voice biometry.
Proceedings of the International Carnahan Conference on Security Technology, 2011

2009
Glottal Source biometrical signature for voice pathology detection.
Speech Commun., 2009

Detection of Speech Dynamics by Neuromorphic Units.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

2008
An FFT/IFFT Design versus Altera and Xilinx Cores.
Proceedings of the ReConFig'08: 2008 International Conference on Reconfigurable Computing and FPGAs, 2008

Glottal-source spectral biometry for voice characterization.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A hybrid parameterization technique for Speaker Identification.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Estimating the Dispersion of the Biometric Glottal Signature in Continuous Speech.
Proceedings of the Advances in Nonlinear Speech Processing, 2007

Detecting pathology in the glottal spectral signature of female voice.
Proceedings of the Fifth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2007

A Bio-inspired Architecture for Cognitive Audio.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

A robust mel-scale subband voice activity detector for a car platform.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

A Soft-Core for Pattern Recognition.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Biometrical Speaker Description From Vocal Cord Parameterization.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Voice Pathology Detection by Vocal Cord Biomechanical Parameter Estimation.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

Using biomechanical parameter estimates in voice pathology detection.
Proceedings of the Fourth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2005

PCA of perturbation parameters in voice pathology detection.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Application of a first-order differential microphone for efficient voice activity detection in a car platform.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Evidence of glottal source spectral features found in vocal fold dynamics.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Principal Component Analysis of Spectral Perturbation Parameters for Voice Pathology Detection.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Biomechanical parameter fingerprint in the mucosal wave power spectral density.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Evidence of vocal cord pathology from the mucosal wave cepstral contents.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

DOA Detection from HOS by FOD Beamforming and Joint-Process Estimation.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Precise reconstruction of the mucosal wave for voice pathology detection and characterization.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Speech enhancement for a car environment support by a First-Order Differential microphone.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Detection of the mucosal wave in the speech signal for larynx pathology characterization.
Proceedings of the 1st Intenational Symposium on Information and Communication Technologies, 2003

Speech enhancement for a car environment using LP residual signal and spectral subtraction.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Optimal steering of a Negative Beamformer for speech enhancement.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Combination of adaptive filtering and spectral subtraction for noise removal.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Frequency-domain steering for negative beamformers in speech enhancement and directional source separation.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Multiple source separation in the frequency domain using negative beamforming.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Speech enhancement and source separation based on binaural negative beamforming.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

A divider-multiplier high level synthesis library element for DSP applications.
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

2000
Speech enhancement through binaural negative filtering.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Aportación a la extracción paramétrica en reconocimiento de voz robusto basada en la aplicación de conocimiento de fonética acústica.
PhD thesis, 1999

Combining linear and non-linear processing in the time and in the spectral domain for non-stationary noise filtering.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A robust isolated word recognizer for highly non-stationary environments. recognition results.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Dynamic adjustment of the forgetting factor in adaptive filters for non-stationary noise cancellation in speech.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

A robust begin-end point detector for highly noisy conditions.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
A speech pre-processing technique for end-point detection in highly non-stationary environments.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Continuous formant-tracking applied to visual representations of the speech and speech recognition.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1995
Estimation of speech formant-dynamics using neural networks.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995


  Loading...