New Era for Robust Speech Recognition : Exploiting Deep Learning /

New Era for Robust Speech Recognition : Exploiting Deep Learning /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Watanabe, Shinji. (Editor ), Delcroix, Marc. (Editor ), Metze, Florian. (Editor ), Hershey, John R. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edición:1st ed. 2017.
Materias:
Artificial intelligence.
Signal processing.
Image processing.
Speech processing systems.
Natural language processing (Computer science).
Linguistics.
Artificial Intelligence.
Signal, Image and Speech Processing.
Natural Language Processing (NLP).
Linguistics, general.
Tabla de Contenidos:
  • Speech and Language Processing
  • Automatic Speech Recognition (ASR)
  • Recent Applications
  • Signal-Processing-Based Front-End for Robust ASR
  • Generative Model-Based Speech Enhancement
  • Denoising Autoencoder
  • Discriminative Microphone Array Enhancement
  • Learning Robust Feature Representation
  • Training Data Augmentation
  • Adaptation and Augmented Features
  • Novel Model Topologies
  • Novel Objective Criteria
  • Benchmark Data, Tools, and Systems.

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