Memorias de investigación
Ponencias en congresos:
Analysis of emotional stress in voice for deception detection
Año:2015

Áreas de investigación
  • Ciencias de la computación y tecnología informática,
  • Ciencia cognitiva

Datos
Descripción
The current work gives a method to estimate alterations in speech caused by stress. This estimation is used as an indicator to detect deceptive speech. Truthful or neutral speech and deceptive speech were elicited by forcing to answer "hot questions" related with politics and society. Data were processed by using log-likelihood ratios and Fisher's linear discriminant analysis. Independent results for male and female are presented. The classification results are around 100% for neutral speech in both genders, while the best classification rate (67%) for stressed speech is achieved for females. In a first approach we have seen, that subjects tend to be more deceptive when the questions are related with gender issues, giving a politically correct answer instead of their true opinion.
Internacional
Si
Nombre congreso
4th International Work Conference on Bioinspired Intelligence (IWOBI) 2015
Tipo de participación
960
Lugar del congreso
Revisores
Si
ISBN o ISSN
978-1-4673-7846-8
DOI
Fecha inicio congreso
10/06/2015
Fecha fin congreso
12/06/2015
Desde la página
127
Hasta la página
132
Título de las actas
Proceedings of the 4th International Work Conference on Bioinspired Intelligence (IWOBI) 2015

Esta actividad pertenece a memorias de investigación

Participantes

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