Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Detection of Speech Dynamics by Neuromorphic Units
Year:2009
Research Areas
  • Processing and signal analysis
Information
Abstract
Speech and voice technologies are experiencing a profound review as new paradigms are sought to overcome some specific problems which can not be completely solved by classical approaches. Neuromorphic Speech Processing is an emerging area in which research is turning the face to understand the natural neural processing of speech by the Human Auditory System in order to capture the basic mechanisms solving difficult tasks in an efficient way. In the present paper a further step ahead is presented in the approach to mimic basic neural speech processing by simple neuromorphic units standing on previous work to show how formant dynamics -and henceforth consonantal features-, can be detected by using a general neuromorphic unit which can mimic the functionality of certain neurons found in the Upper Auditory Pathways. Using these simple building blocks a General Speech Processing Architecture can be synthesized as a layered structure. Results from different simulation stages are provided as well as a discussion on implementation details. Conclusions and future work are oriented to describe the functionality to be covered in the next research steps.
International
Si
JCR
No
Title
Lecture Notes on Computer Science
ISBN
0302-9743
Impact factor JCR
0
Impact info
Volume
Journal number
0
From page
67
To page
78
Month
ENERO
Ranking
Participants
  • Participante: José Manuel Ferrández Vicente (Universidad Politécnica de Cartagena)
  • Autor: Pedro Gomez Vilda (UPM)
  • Autor: Rafael Martinez Olalla (UPM)
  • Autor: Agustin Alvarez Marquina (UPM)
  • Autor: M. Victoria Rodellar Biarge (UPM)
  • Autor: Luis Miguel Mazaira Fernandez (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
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
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)