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Initialization of Iterative-Based Speaker Diarization Systems for Telephone Conversations

Author
BEN-HARUSH, Oshry1 ; BEN-HARUSH, Ortal1 ; LAPIDOT, Itshak2 ; GUTERMAN, Hugo1
[1] Department of Electrical and Computer Engineering, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel
[2] Department of Electrical and Electronics Engineering, Sami Shamoon College of Engineering, Beer-Sheva 84100, Israel
Source

IEEE transactions on audio, speech, and language processing. 2012, Vol 20, Num 2, pp 414-425, 12 p ; ref : 30 ref

ISSN
1558-7916
Scientific domain
Telecommunications
Publisher
Institute of Electrical and Electronics Engineers, Piscataway, NJ
Publication country
United States
Document type
Article
Language
English
Author keyword
Gaussian mixture model (GMM) hidden-Markov model (HMM) initialization self-organizing map speaker diarization
Keyword (fr)
Algorithme k moyenne Carte autoorganisatrice Détection changement Etiquetage Information a priori Processus Gauss Reconnaissance locuteur Taux convergence Taux erreur Théorie mélange Traitement parole Traitement signal acoustique Traitement signal audio
Keyword (en)
K means algorithm Self-organising feature maps Change detection Labelling Prior information Gaussian process Speaker recognition Convergence rate Error rate Mixture theory Speech processing Acoustic signal processing Audio signal processing
Keyword (es)
Algoritmo k media Detección cambio Etiquetaje Información a priori Proceso Gauss Relación convergencia Indice error Teoría mezcla Tratamiento palabra
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

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D04 Telecommunications and information theory / 001D04A Information, signal and communications theory / 001D04A05 Signal processing / 001D04A05D Miscellaneous

Discipline
Telecommunications and information theory
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
25473676

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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