Contemporary Methods for Speech Parameterization

Contemporary Methods for Speech Parameterization offers a general view of short-time cepstrum-based speech parameterization and provides a common ground for further in-depth studies on the subject. Specifically, it offers a comprehensive description, comparative analysis, and empirical performance e...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Ganchev, Todor (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: New York, NY : Springer New York : Imprint: Springer, 2011.
Édition:1st ed. 2011.
Collection:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Sujets:
Signal processing.
Natural language processing (Computer science).
User interfaces (Computer systems).
Human-computer interaction.
Signal, Speech and Image Processing .
Natural Language Processing (NLP).
User Interfaces and Human Computer Interaction.
Accès en ligne:Texto Completo
Table des matières:
  • Basic Concepts and Applicability of Speech Parameterization
  • Survey on speech parameterization
  • Fourier transform based methods
  • Wavelet packets based methods
  • Evaluation on the speech recognition task
  • Evaluation on the speaker recognition task
  • Practical considerations
  • Links to code and further sources of information.

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