Emotion Recognition using Speech Features

Emotion Recognition Using Speech Features covers emotion-specific features present in speech and discussion of suitable models for capturing emotion-specific information for distinguishing different emotions.  The content of this book is important for designing and developing  natural and sophistica...

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Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Rao, K. Sreenivasa, Koolagudi, Shashidhar G. (Egilea)
Formatua: Livre numérique
Hizkuntza:Anglais
Argitaratua: New York, NY : Springer New York 2013.
Cham : Springer Nature
Saila:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning
Sarrera elektronikoa:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Oharra: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Emotion Recognition using Speech Features, Texte imprimé, 9781461451440
• Emotion recognition using speech features, Sreenivasa Rao Krothapalli, Shashidhar G. Koolagudi, New York, Springer, 2013, 1 vol. (xii, 124 p.), SpringerBriefs in electrical and computer engineering, Springerbriefs in speech technology, 978-1-461-45142-6
Aurkibidea:
  • Introduction
  • Speech Emotion Recognition: A Review
  • Emotion Recognition Using Excitation Source Information
  • Emotion Recognition Using Vocal Tract Information
  • Emotion Recognition Using Prosodic Information
  • Summary and Conclusions
  • Linear Prediction Analysis of Speech
  • MFCC Features
  • Gaussian Mixture Model (GMM).