List of Tables

Table 1.1Difficulty Levels of the Exercises7
Table 2.1Execution Times for Different Loading Techniques20
Table 2.2Sound Recording Using the Data Acquisition Toolbox20
Table 4.1Class Descriptions for the Multi-Class Task of Movie Segments69
Table 5.1Classification Tasks and Files131
Table 5.2Row-Wise Normalized Confusion Matrix for the 8-Class Audio Segment Classification Task144
Table 5.3Row-Wise Normalized Confusion Matrix for the Speech vs Music Binary Classification Task144
Table 5.4Row-Wise Normalized Confusion Matrix for the 3-Class Musical Genre Classification Task146
Table 5.5Row-Wise Normalized Confusion Matrix for the Speech vs Non-Speech Classification Task147
Table A.1List of All Functions Included in the MATLAB Audio Analysis Library Provided with the Book233
Table A.2List of Data Files that are Available in the Library that Accompanies the Book239
Table B.1MATLAB Libraries—Audio and Speech242
Table B.2MATLAB Libraries—Pattern Recognition and Machine Learning242
Table B.3A List of Python Packages and Libraries that can be Used for Audio Analysis and Pattern Recognition Applications244
Table B.4Representative Audio Analysis and Pattern Recognition Libraries and Packages Written in C++245
Table C.1A Short List of Available Datasets for Selected Audio Analysis Tasks247
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