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1	Multilingual audio information management system based on semantic knowledge in complex environments
	Lopez-de-Ipina, Karmele; Barroso, Nora; Calvo, Pilar M. - : Springer Science and Business Media LLC, 2021. : Neural Computing and Applications, 2021
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2	Multilingual audio information management system based on semantic knowledge in complex environments ...
	Lopez-De-Ipina, Karmele; Barroso, Nora; Calvo, Pilar M.. - : Apollo - University of Cambridge Repository, 2020
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3	Multilingual audio information management system based on semantic knowledge in complex environments ...
	Lopez-De-Ipina, Karmele; Barroso, Nora; Calvo, Pilar M. - : Apollo - University of Cambridge Repository, 2020
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4	Multilingual audio information management system based on semantic knowledge in complex environments
	Lopez-de-Ipina, Karmele; Barroso, Nora; Calvo, Pilar M.. - : Springer London, 2020. : Neural Computing and Applications, 2020
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5	Advanced Analysis of Online Handwriting in a Multilingual Cohort of Patients with Parkinson's Disease ...
	Mucha, Jan; Jiri Mekyska; Faundez-Zanuy, Marcos. - : Unpublished, 2019
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6	ALZUMERIC: A decision support system for diagnosis and monitoring of cognitive impairment ; ALZUMERIC: Un sistema de apoyo a la decisión para el diagnóstico y la monitorización del deterioro cognitivo
	Martinez de Lizarduy, Unai; Calvo Salomón, Pilar; Gómez Vilda, Pedro; Ecay Torres, Mirian; López de Ipiña, Karmele
	In: Loquens; Vol. 4 No. 1 (2017); e037 ; Loquens; Vol. 4 Núm. 1 (2017); e037 ; 2386-2637 ; 10.3989/loquens.2017.v4.i1 (2017)
	Abstract: Internet of things and smart cities are becoming a reality. Nowadays, more and more devices are interconnected and in order to deal with this new situation, data processing speeds are increasing to keep the pace. Smart devices like tablets and smartphones are accessible to a wide part of society in developed countries, and Internet connections for data exchange make it possible to handle large volumes of information in less time. This new reality has opened up the possibility of developing client-server architectures focused on clinical diagnosis in real time and at a very low cost. This paper illustrates the design and implementation of the ALZUMERIC system that is oriented to the diagnosis of Alzheimer’s disease (AD). It is a platform where the medical specialist can gather voice samples through non-invasive methods from patients with and without mild cognitive impairment (MCI), and the system automatically parameterizes the input signal to make a diagnose proposal. Although this type of impairment produces a cognitive loss, it is not severe enough to interfere with daily life. The present approach is based on the description of speech pathologies with regard to the following profiles: phonation, articulation, speech quality, analysis of the emotional response, language perception, and complex dynamics of the system. Privacy, confidentiality and information security have also been taken into consideration, as well as possible threats that the system could suffer, so this first prototype of services offered by ALZUMERIC has been targeted to a predetermined number of medical specialists. ; La Internet de las cosas o de las ciudades inteligentes se está convirtiendo en una realidad. Cada vez más dispositivos están interconectados y, para hacer frente a esta nueva situación, las velocidades de procesamiento de datos se incrementan. Los dispositivos inteligentes, como las tabletas y los teléfonos, son accesibles para una gran parte de la sociedad en los países desarrollados, y las mejoras en las conexiones a Internet para el intercambio de datos hacen posible manejar grandes volúmenes de información en menos tiempo. Esta nueva realidad ha abierto la posibilidad de desarrollar arquitecturas cliente-servidor centradas en el diagnóstico clínico en tiempo real y a un coste muy bajo. Este trabajo ilustra la concepción del sistema ALZUMERIC orientado al diagnóstico de la enfermedad de Alzheimer. Es una plataforma a partir de la cual el médico especialista puede tomar muestras de voz a través de métodos no invasivos a pacientes con y sin deterioro cognitivo leve (MCI), y en la cual se parametriza la señal de entrada automáticamente para posteriormente avanzar una propuesta de diagnóstico. El MCI es un tipo de deterioro neurológico que produce una pérdida cognitiva no lo suficientemente grave como para interferir en la vida cotidiana. El presente estudio está enfocado hacia la descripción de las patologías del habla con respecto a los siguientes perfiles: fonación, articulación, calidad del habla, análisis de la respuesta emocional, percepción del lenguaje y dinámica de sistemas complejos. También se consideran aspectos relativos a la privacidad, la confidencialidad y la seguridad de la información frente a las posibles amenazas que pudiera sufrir el sistema, por lo que este primer prototipo de servicios ofrecidos por ALZUMERIC se ha dirigido a un número predeterminado de médicos especialistas.
	Keyword: Alzheimer’s Disease; Automatic Speech Processing; Convolutional Neural Networks; Decision Support Systems; deterioro cognitivo leve; enfermedad de Alzheimer; Mild Cognitive Impairment; procesamiento automático del habla; Redes Neuronales convolucionales; sistemas de apoyo a la decisión
	URL: https://loquens.revistas.csic.es/index.php/loquens/article/view/42 https://doi.org/10.3989/loquens.2017.037
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7	Continuous tracking of the emotion temperature
	Alonso, Jesús B.; Cabrera Cruz,Josué Jacob; Travieso González, Carlos Manuel...
	In: Neurocomputing[ISSN 0925-2312],v. 255, p. 17-25 (2017)
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8	Continuous tracking of the emotion temperature
	Alonso, Jesús B.; Cabrera Cruz, Josué Jacob; Travieso, Carlos M....
	In: Neurocomputing[ISSN 0925-2312],v. 255, p. 17-25 (2017)
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9	Robotics learning based on collaborative projects
	López-de-Ipiña, Karmele; Calvo, Pilar M.; Barroso, Nora
	In: I Jornadas Iberoamericanas de Innovación Educativa en al ámbito de las TIC (2014) (2016)
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10	Robotics learning based on collaborative projects
	López-de-Ipiña, Karmele; Calvo, Pilar M.; Barroso, Nora
	In: I Jornadas Iberoamericanas de Innovación Educativa en al ámbito de las TIC (2014) (2016)
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11	First approach to continuous tracking of emotional temperature
	Alonso, Jesus B.; Cabrera, Josue; Travieso, Carlos M....
	In: IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings, p. 177-184 (2015)
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12	A study of glottal excitation synthesizers for different voice qualities
	Alonso, Jesús B.; Ferrer, Miguel A.; Henríquez, P....
	In: Neurocomputing[ISSN 0925-2312],v. 150, p. 367-376 (2015)
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13	A study of glottal excitation synthesizers for different voice qualities
	Alonso, Jesús B.; Ferrer, Miguel A.; Henríquez, Patricia...
	In: Neurocomputing[ISSN 0925-2312],v. 150, p. 367-376 (2015)
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14	Advances in nonlinear speech processing : 6th international conference ; proceedings
	Solé-Casals, Jordi; Carson-Berndsen, Julie; Daoudi, Khalid. - Heidelberg [u.a.] : Springer, 2013
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	UB Frankfurt Linguistik
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15	Experiments for the selection of sub-word units in the Basque context for semantic tasks
	Hernández, Carmen; Graña, Manuel; López de Ipiña, Karmele...
	In: International journal of speech technology. - Boston, Mass. [u.a.] : Kluwer Acad. Publ. 15 (2012) 1, 49-56
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	OLC Linguistik
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16	Semantic speech recognition in the Basque context part 1: cross-lingual approaches
	Hernández, Carmen; Graña, Manuel; Barroso, Nora...
	In: International journal of speech technology. - Boston, Mass. [u.a.] : Kluwer Acad. Publ. 15 (2012) 1, 33-40
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	OLC Linguistik
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17	Semantic speech recognition in the Basque context part 2: language identification for under-resourced languages
	Hernández, Carmen; Graña, Manuel; López de Ipiña, Karmele...
	In: International journal of speech technology. - Boston, Mass. [u.a.] : Kluwer Acad. Publ. 15 (2012) 1, 41-47
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	OLC Linguistik
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