ELEKIN: Ingeniería Inteligente y Bioingeniería para la Sociedad del Futuro - GIC 21/092
Publications (23) Publications in which a researcher has participated
2020
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On the analysis of speech and disfluencies for automatic detection of Mild Cognitive Impairment
Neural Computing and Applications, Vol. 32, Núm. 20, pp. 15761-15769
2019
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Deep learning for natural sound classification
INTER-NOISE 2019 MADRID - 48th International Congress and Exhibition on Noise Control Engineering
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HAIDA: Biometric Technological Therapy Tools for Neurorehabilitation of Cognitive Impairment
Biosystems and Biorobotics (Springer International Publishing), pp. 744-748
2018
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Advances on automatic speech analysis for early detection of alzheimer disease: A non-linear multi-task approach
Current Alzheimer Research, Vol. 15, Núm. 2, pp. 139-148
2017
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Analysis of Disfluencies for automatic detection of Mild Cognitive Impartment: A deep learning approach
2017 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, IWOBI 2017 - Proceedings
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Continuous tracking of the emotion temperature
Neurocomputing, Vol. 255, pp. 17-25
2016
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Advances in a multimodal approach for dysphagia analysis based on automatic voice analysis
Smart Innovation, Systems and Technologies
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Multi-class versus one-class classifier in spontaneous speech analysis oriented to alzheimer disease diagnosis
Smart Innovation, Systems and Technologies (Springer Science and Business Media Deutschland GmbH), pp. 63-72
2015
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A study of glottal excitation synthesizers for different voice qualities
Neurocomputing, Vol. 150, Núm. PB, pp. 367-376
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Assessing Progress of Parkinson's Disease Using Acoustic Analysis of Phonation
2015 4TH INTERNATIONAL WORK CONFERENCE ON BIOINSPIRED INTELLIGENCE (IWOBI)
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Assessing progress of Parkinson's disease using acoustic analysis of phonation
IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings
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Automatic analysis of Categorical Verbal Fluency for Mild Cognitive Impartment detection: a non-linear language independent approach
2015 4TH INTERNATIONAL WORK CONFERENCE ON BIOINSPIRED INTELLIGENCE (IWOBI)
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Automatic analysis of Categorical Verbal Fluency for Mild Cognitive impartment detection: A non-linear language independent approach
IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings
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Feature selection for automatic analysis of emotional response based on nonlinear speech modeling suitable for diagnosis of Alzheimer's disease
Neurocomputing, Vol. 150, Núm. PB, pp. 392-401
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Feature selection for spontaneous speech analysis to aid in Alzheimer's disease diagnosis: A fractal dimension approach
Computer Speech and Language, Vol. 30, Núm. 1, pp. 43-60
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First approach to Continuous Tracking of Emotional Temperature
2015 4TH INTERNATIONAL WORK CONFERENCE ON BIOINSPIRED INTELLIGENCE (IWOBI)
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First approach to continuous tracking of emotional temperature
IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings
2013
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On Automatic Diagnosis of Alzheimer’s Disease Based on Spontaneous Speech Analysis and Emotional Temperature
Cognitive Computation, Vol. 7, Núm. 1, pp. 44-55
2012
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Acoustic modelling for speech processing in complex environments
BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
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Alzheimer disease diagnosis based on automatic spontaneous speech analysis
IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence