List of Tables
Table 1.1 | Difficulty Levels of the Exercises | |
Table 2.1 | Execution Times for Different Loading Techniques | 20 |
Table 2.2 | Sound Recording Using the Data Acquisition Toolbox | 20 |
Table 4.1 | Class Descriptions for the Multi-Class Task of Movie Segments | 69 |
Table 5.1 | Classification Tasks and Files | 131 |
Table 5.2 | Row-Wise Normalized Confusion Matrix for the 8-Class Audio Segment Classification Task | 144 |
Table 5.3 | Row-Wise Normalized Confusion Matrix for the Speech vs Music Binary Classification Task | 144 |
Table 5.4 | Row-Wise Normalized Confusion Matrix for the 3-Class Musical Genre Classification Task | 146 |
Table 5.5 | Row-Wise Normalized Confusion Matrix for the Speech vs Non-Speech Classification Task | 147 |
Table A.1 | List of All Functions Included in the MATLAB Audio Analysis Library Provided with the Book | 233 |
Table A.2 | List of Data Files that are Available in the Library that Accompanies the Book | 239 |
Table B.1 | MATLAB Libraries—Audio and Speech | 242 |
Table B.2 | MATLAB Libraries—Pattern Recognition and Machine Learning | 242 |
Table B.3 | A List of Python Packages and Libraries that can be Used for Audio Analysis and Pattern Recognition Applications | 244 |
Table B.4 | Representative Audio Analysis and Pattern Recognition Libraries and Packages Written in C++ | 245 |
Table C.1 | A Short List of Available Datasets for Selected Audio Analysis Tasks | 247 |
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