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Memorias de investigación
Artículos en revistas:
Improving speaker recognition by biometric voice deconstruction
Año:2015
Áreas de investigación
  • Informática jurídica
Datos
Descripción
Person identification, especially in critical environments, has always been a subject of great interest. However, it has gained a new dimension in a world threatened by a new kind of terrorism that uses social networks (e.g., YouTube) to broadcast its message. In this new scenario, classical identification methods (such as fingerprints or face recognition) have been forcedly replaced by alternative biometric characteristics such as voice, as sometimes this is the only feature available. The present study benefits from the advances achieved during last years in understanding and modeling voice production. The paper hypothesizes that a gender-dependent characterization of speakers combined with the use of a set of features derived from the components, resulting from the deconstruction of the voice into its glottal source and vocal tract estimates, will enhance recognition rates when compared to classical approaches. A general description about the main hypothesis and the methodology followed to extract the gender-dependent extended biometric parameters is given. Experimental validation is carried out both on a highly controlled acoustic condition database, and on a mobile phone network recorded under non-controlled acoustic conditions.
Internacional
Si
JCR del ISI
Si
Título de la revista
Frontiers in Computational Neuroscience
ISSN
1662-5188
Factor de impacto JCR
2,233
Información de impacto
Volumen
DOI
10.3389/fbioe.2015.00126
Número de revista
Desde la página
1
Hasta la página
19
Mes
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Participantes
  • Autor: Luis Miguel Mazaira Fernández (Independiente)
  • Autor: Agustin Alvarez Marquina (UPM)
  • Autor: Pedro Gomez Vilda (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Informática Aplicada al Procesado de Señal e Imagen
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
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