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Neuromorphic Detection of Vowel Representation Spaces
Cita
Gómez Vilda, Pedro 
ORCID: https://orcid.org/0000-0003-3283-378X, Ferrández Vicente, José Manuel, Rodellar Biarge, M. Victoria ORCID: https://orcid.org/0000-0001-9384-3290, Álvarez Marquina, Agustín ORCID: https://orcid.org/0000-0002-3387-6709, Mazaira Fernández, Luis Miguel, Martínez Olalla, Rafael ORCID: https://orcid.org/0000-0003-2336-9145 and Muñoz Mulas, Cristina
(2011).
Neuromorphic Detection of Vowel Representation Spaces.
"New Challenges on Bioinspired Applications", v. 6687
;
pp. 1-11.
ISSN 0302-9743.
https://doi.org/10.1007/978-3-642-21326-7_1.
ORCID: https://orcid.org/0000-0003-3283-378X, Ferrández Vicente, José Manuel, Rodellar Biarge, M. Victoria ORCID: https://orcid.org/0000-0001-9384-3290, Álvarez Marquina, Agustín ORCID: https://orcid.org/0000-0002-3387-6709, Mazaira Fernández, Luis Miguel, Martínez Olalla, Rafael ORCID: https://orcid.org/0000-0003-2336-9145 and Muñoz Mulas, Cristina
(2011).
Neuromorphic Detection of Vowel Representation Spaces.
"New Challenges on Bioinspired Applications", v. 6687
;
pp. 1-11.
ISSN 0302-9743.
https://doi.org/10.1007/978-3-642-21326-7_1.
Descripción
| Título: | Neuromorphic Detection of Vowel Representation Spaces |
|---|---|
| Autor/es: |
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| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | New Challenges on Bioinspired Applications |
| Fecha: | 2011 |
| ISSN: | 0302-9743 |
| Volumen: | 6687 |
| Materias: | |
| ODS: | |
| Escuela: | Facultad de Informática (UPM) [antigua denominación] |
| Departamento: | Arquitectura y Tecnología de Sistemas Informáticos |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
In this paper a layered architecture to spot and characterize vowel segments in running speech is presented. The detection process is based on neuromorphic principles, as is the use of Hebbian units in layers to implement lateral inhibition, band probability estimation and mutual exclusion. Results are presented showing how the association between the acoustic set of patterns and the phonologic set of symbols may be created. Possible applications of this methodology are to be found in speech event spotting, in the study of pathological voice and in speaker biometric characterization, among others.
Más información
| ID de Registro: | 11618 |
|---|---|
| Identificador DC: | https://oa.upm.es/11618/ |
| Identificador OAI: | oai:oa.upm.es:11618 |
| Identificador DOI: | 10.1007/978-3-642-21326-7_1 |
| URL Oficial: | http://www.springerlink.com/content/g7428m709q30j0... |
| Depositado por: | Memoria Investigacion |
| Depositado el: | 11 Jul 2012 08:32 |
| Ultima Modificación: | 19 Feb 2025 12:30 |
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