Intelligent Audio Analysis

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition.  Further, an introd...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Schuller, Björn W. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Signals and Communication Technology,
Temas:
Signal processing.
Acoustical engineering.
User interfaces (Computer systems).
Human-computer interaction.
Signal, Speech and Image Processing .
Engineering Acoustics.
User Interfaces and Human Computer Interaction.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Part I Introduction
  • Intelligent Audio Analysis: a Definition
  • Motivation, Aims, and Solutions
  • Structure of this book
  • Part II Intelligent Audio Analysis Methods
  • Chain of Processing
  • Audio Data
  • Audio Features
  • Audio Recognition
  • Audio Source Separation: openBlissART
  • Audio Enhancement and Robustness
  • Part III Intelligent Audio Analysis Applications
  • Applications in Intelligent Speech Analysis
  • Applications in Intelligent Music Analysis
  • Applications in Intelligent Sound Analysis
  • Part IV Conclusion
  • Discussion
  • Vision
  • openSMILE Standardised Feature Sets.

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