Observatorio de I+D+i UPM

Memorias de investigación
Book chapters:
Pitch-Asynchronous Glottal Inverse Filtering of Normal and Pathological Voices Based on Homomorphic Prediction
Year:2010
Research Areas
  • Electronic technology and of the communications
Information
Abstract
Inverse filtering of speech signals for the separation of vocal tract and glottal source effects has a wide variety of potential applications, including the assessment of glottis-related aspects of voice function. Among all existing approaches to inverse filtering, this paper focuses on homomorphic prediction. While not favoured much by researchers in recent literature, such an approach offers two advantages over others: it does not require previous estimation of the fundamental frequency and it does not rely on any assumptions about the spectral enevelope of the glottal signal. The performance of homomorphic prediction is herein assessed and compared to that of an adaptive inverse filtering method making use of synthetic voices produced with a biomechanical voice production model. The reported results indicate that the performance of inverse filtering based on homomorphic prediction is within the range of that of adaptive inverse filtering and, at the same time, it has a better behaviour when the spectral envelope of the glottal signal does not suit an all-pole model of predefined order.
International
Si
Book Edition
0
Book Publishing
ISBN
978-989-674-018-4
Series
Book title
BIOSIGNALS¿10 Proceedings
From page
45
To page
52
Participants
  • Autor: Ruben Fraile Muñoz (UPM)
  • Autor: Malte Kob
  • Autor: Nicolas Saenz Lechon
  • Autor: Juana Maria Gutierrez Arriola (UPM)
  • Autor: Juan Ignacio Godino Llorente (UPM)
  • Autor: Victor Jose Osma Ruiz (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Informática Aplicada al Procesado de Señal e Imagen
  • Departamento: Ingeniería de Circuitos y Sistemas
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)