Speech and Audio Signal Processing: Processing andPerception of Speech and Music
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More About This Title Speech and Audio Signal Processing: Processing andPerception of Speech and Music
English
Speech and music are the most basic means of adult human communication. As technology advances and increasingly sophisticated tools become available to use with speech and music signals, scientists can study these sounds more effectively, and invent new ways of applying them for the benefit of humankind. This book includes coverage of the physiology and psychoacoustics of hearing as well as the results from research on pitch and speech perception, vocoding methods and information on many aspects of automatic speech recognition (ASR) systems. The authors have made use of their own research in these fields, as well as the methods and results of many other contributors.
English
HISTORICAL BACKGROUND.
Synthetic Audio: A Brief History.
Speech Analysis and Synthesis Overview.
Brief History of Automatic Speech Recognition.
Speech-Recognition Overview.
MATHEMATICAL BACKGROUND.
Digital Signal Processing.
Digital Filters and Discrete Fourier Transform.
Pattern Classification.
Statistical Pattern Classification.
ACOUSTICS.
Wave Basics.
Acoustic Tube Modeling of Speech Production.
Music Production.
Room Acoustics.
AUDITORY PERCEPTION.
Ear Physiology.
Psychoacoustics.
Models of Pitch Perception.
Speech Perception.
Human Speech Recognition.
SPEECH FEATURES.
The Auditory System as a Filter Bank.
The Cepstrum as a Spectral Analyzer.
Linear Prediction.
AUTOMATIC SPEECH RECOGNITION.
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.
SYNTHESIS AND CODING.
Speech Synthesis.
Pitch Detection.
Vocoders.
Low-Rate Vocoders.
Medium-Rate and High-Rate Vocoders.
OTHER APPLICATIONS.
Speech Transformations.
Some Aspects of Computer Music Synthesis.
Speaker Verification.
Index.
Synthetic Audio: A Brief History.
Speech Analysis and Synthesis Overview.
Brief History of Automatic Speech Recognition.
Speech-Recognition Overview.
MATHEMATICAL BACKGROUND.
Digital Signal Processing.
Digital Filters and Discrete Fourier Transform.
Pattern Classification.
Statistical Pattern Classification.
ACOUSTICS.
Wave Basics.
Acoustic Tube Modeling of Speech Production.
Music Production.
Room Acoustics.
AUDITORY PERCEPTION.
Ear Physiology.
Psychoacoustics.
Models of Pitch Perception.
Speech Perception.
Human Speech Recognition.
SPEECH FEATURES.
The Auditory System as a Filter Bank.
The Cepstrum as a Spectral Analyzer.
Linear Prediction.
AUTOMATIC SPEECH RECOGNITION.
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.
SYNTHESIS AND CODING.
Speech Synthesis.
Pitch Detection.
Vocoders.
Low-Rate Vocoders.
Medium-Rate and High-Rate Vocoders.
OTHER APPLICATIONS.
Speech Transformations.
Some Aspects of Computer Music Synthesis.
Speaker Verification.
Index.
