Speech and Audio Processing for Coding, Enhancement and Recognition

This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview of the key innovations in these areas. Key research...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Ogunfunmi, Tokunbo (Editor ), Togneri, Roberto (Editor ), Narasimha, Madihally (Sim) (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Temas:
Signal processing.
User interfaces (Computer systems).
Human-computer interaction.
Multimedia systems.
Signal, Speech and Image Processing .
User Interfaces and Human Computer Interaction.
Multimedia Information Systems.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • From 'Harmonic Telegraph' to Cellular Phones
  • Challenges in Speech Coding Research
  • Recent Speech Coding Technologies and Standards
  • Ensemble Learning Approaches in Speech Recognition
  • Dynamic and Deep Networks For Speech Modeling and Recognition
  • Speech Based Emotion Recognition
  • Speaker Diarization: Challenges and Emerging Research
  • Maximum a posteriori spectral estimation with source log-spectral priors for multichannel speech enhancement
  • Modulation Processing for Speech Enhancement.

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