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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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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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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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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 - : Unpublished, 2019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
In: Loquens; Vol. 4 No. 1 (2017); e037 ; Loquens; Vol. 4 Núm. 1 (2017); e037 ; 2386-2637 ; 10.3989/loquens.2017.v4.i1 (2017)
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7
Continuous tracking of the emotion temperature
In: Neurocomputing[ISSN 0925-2312],v. 255, p. 17-25 (2017)
Abstract: The speech emotion recognition has a huge potential in human computer interaction applications in fields such as psychology, psychiatry and affective computing technology. The great majority of research works on speech emotion recognition have been made based on record repositories consisting of short sentences recorded under laboratory conditions. In this work, we researched the use of the Emotional Temperature strategy for continuous tracking in long-term samples of speech in which there are emotional changes during the speech. Emotional Temperature uses a few prosodic and paralinguistic features set obtained from a temporal segmentation of the speech signal. The simplicity and limitation of the set, previously validated under laboratory conditions, make it appropriate to be used under real conditions, where the spontaneous speech is continuous and the emotions are expressed in certain moments of the dialogue, given emotional turns. This strategy is robust, offers low computational cost, ability to detect emotional changes and improves the performance of a segmentation based on linguistic aspects. The German Corpus EMO-DB (Berlin Database of Emotional Speech), the English Corpus LDC (Emotional Prosody Speech and Transcripts database), the Polish Emotional Speech Database and RECOLA (Remote Collaborative and Affective Interactions) database are used to validate the system of continuous tracking from emotional speech. Two experimentation conditions are analyzed, dependence and independence on language and gender, using acted and spontaneous speech respectively. In acted conditions, the approach obtained accuracies of 67-97% while under spontaneous conditions, compared to annotation performed by human judges, accuracies of 41-50% were obtained. In comparison with previous studies in continuous emotion recognition, the approach improves the existing results with an accuracy of 9% higher on average. Therefore, this approach has a good performance with low complexity to develop real-time applications or continuous tracking emotional speech applications. ; 25 ; 17
Keyword: 33 Ciencias tecnológicas; 530602 Innovación tecnológica; Continuous tracking; Emotional speech recognition; Pattern recognition
URL: http://hdl.handle.net/10553/35406
https://doi.org/10.1016/j.neucom.2016.06.093
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8
Continuous tracking of the emotion temperature
In: Neurocomputing[ISSN 0925-2312],v. 255, p. 17-25 (2017)
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9
Robotics learning based on collaborative projects
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
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
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
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
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
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
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
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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