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Computational Analysis of Sound Scenes and Events

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Cover of 'Computational Analysis of Sound Scenes and Events'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Sound Scene and Event Analysis
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    Chapter 2 The Machine Learning Approach for Analysis of Sound Scenes and Events
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    Chapter 3 Acoustics and Psychoacoustics of Sound Scenes and Events
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    Chapter 4 Acoustic Features for Environmental Sound Analysis
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    Chapter 5 Statistical Methods for Scene and Event Classification
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    Chapter 6 Datasets and Evaluation
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    Chapter 7 Everyday Sound Categorization
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    Chapter 8 Approaches to Complex Sound Scene Analysis
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    Chapter 9 Multiview Approaches to Event Detection and Scene Analysis
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    Chapter 10 Sound Sharing and Retrieval
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    Chapter 11 Computational Bioacoustic Scene Analysis
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    Chapter 12 Audio Event Recognition in the Smart Home
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    Chapter 13 Sound Analysis in Smart Cities
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    Chapter 14 Future Perspective
Attention for Chapter 5: Statistical Methods for Scene and Event Classification
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