Subspace constrained Gaussian mixture models for speech recognition
- Author
- AXELROD, Scott1 ; GOEL, Vaibhava2 ; GOPINATH, Ramesh A2 ; OLSEN, Peder A2 ; VISWESWARIAH, Karthik2
[1] Falcon Management Corporation, Wyckoff, NJ 07481, United States
[2] Research Center, Yorktown Heights, NY 10598, United States - Source
IEEE transactions on speech and audio processing. 2005, Vol 13, Num 6, pp 1144-1160, 17 p ; ref : 43 ref
- CODEN
- IESPEJ
- ISSN
- 1063-6676
- Scientific domain
- Telecommunications
- Publisher
- Institute of Electrical and Electronics Engineers, New York, NY
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Automatic speech recognition covariance modeling exponential family maximum likelihood estimation of SCGMM subspace constrained Gaussian mixture models (SCGMMs) subspace constrained exponential models
- Keyword (fr)
- Algorithme apprentissage Analyse discriminante Approche probabiliste Complexité calcul Covariance Discrimination Extraction caractéristique Grammaire Loi normale Maximum vraisemblance Modèle Markov variable cachée Modèle linéaire Modélisation Méthode sous espace Processus Gauss Reconnaissance automatique Reconnaissance parole Taux erreur Théorie mélange Traitement parole Traitement signal Transformation linéaire Vocabulaire
- Keyword (en)
- Learning algorithm Discriminant analysis Probabilistic approach Computational complexity Covariance Discrimination Feature extraction Grammar Gaussian distribution Maximum likelihood Hidden Markov models Linear model Modeling Subspace method Gaussian process Automatic recognition Speech recognition Error rate Mixture theory Speech processing Signal processing Linear transformation Vocabulary
- Keyword (es)
- Algoritmo aprendizaje Análisis discriminante Enfoque probabilista Complejidad computación Covariancia Discriminación Gramática Curva Gauss Maxima verosimilitud Modelo lineal Modelización Método subespacio Proceso Gauss Reconocimiento automático Reconocimiento voz Indice error Teoría mezcla Tratamiento palabra Procesamiento señal Transformación lineal Vocabulario
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05B Speech processing
- Discipline
- Telecommunications and information theory
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 17208417
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TSA.2005.851965 
https://dx.doi.org/10.1109/TSA.2005.851965
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