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Speech and audio signal processing processing and perception of speech and music

Speech and Audio Signal Processing provides the most current and comprehensive coverage of speech and audio signal processing available today. These topics include everything from basic foundation material on digital signal processing, pattern recognition acoustics, and hearing to material of histor...

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Bibliographic Details
Main Author: Gold, Bernard
Other Authors: Morgan, Nelson, Bourlard, Hervé, Fosler-Lussier, Eric, Gilbert, Jeff
Format: Book
Language:English
Published: New York John Wiley and Sons 1999
Subjects:
Speech processing systems
Signal processing > Digital techniques
Electronic music
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Table of Contents:
  • Introduction
  • Synthetic Audio: A Brief History
  • Speech Analysis and Synthesis Overview
  • Brief History of Automatic Speech Recognition
  • Speech-Recognition Overview
  • Digital Signal Processing
  • Digital Filters and Discrete Fourier Transform
  • Pattern Classification
  • Statistical Pattern Classification
  • Wave Basics
  • Acoustic Tube Modeling of Speech Production
  • Music Production
  • Room Acoustics
  • Ear Physiology
  • Psychoacoustics
  • Models of Pitch Perception
  • Speech Perception
  • Human Speech Recognition
  • The Auditory System as a Filter Bank
  • The Cepstrum as a Spectral Analyzer
  • Linear Prediction
  • Feature Extraction for ASR
  • Linguistic Categories for Speech Recognition
  • Deterministic Sequence Recognition for ASR
  • Statistical Sequence Recognition
  • Statistical Model Training
  • Discriminant Acoustic Probability Estimation
  • Speech Recognition and Understanding
  • Speech Synthesis
  • Pitch Detection
  • Vocoders
  • Low-Rate Vocoders
  • Medium-Rate and High-Rate Vocoders
  • Speech Transformations
  • Some Aspects of Computer Music Synthesis
  • Speaker Verification

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