% thesis.tex
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% This file is root file for an example thesis written using the
% University of Wisconsin-Madison LaTeX Style file.
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% It is provided without warranty on an AS IS basis.
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% Document Style
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% for a 12 Point UW PhD Thesis without Margin Check
%\documentclass[12pt]{withesis}
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% for a 10 Point UW PhD Thesis with Margin Check
%\documentclass[10pt,margincheck]{withesis}
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% or for a 12 Point UW Masters Thesis
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%\documentclass[10pt,msthesis]{withesis}
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% End of Preamble, start of document
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\title{%
\large Automatic Structural Segmentation of Music\\
\small Insightfully clustering the beats in a given piece of music to reflect it's musical structure}
\author{Lyndon D Quadros}
\date{December 18, 2015}
\project
\begin{document}
\maketitle
% Choose your bibliography style
% plain is the basic style, othesrs include ieeetr, siam, asm, etc
\bibliographystyle{IEEEtran}
% To do:
% \include{chapter0/prelude} % Title page, abstract, table of contents, etc
\include{Chapter_0/Acknowledgement} %t, table of contents, etc
\begin{abstract}
This Project posits elementary analogies of existing Probabilistic and Machine Learning models that have been used to find solutions to the problem of the Structural Segmentation of Musical audio. I have tried to use the idea that the chord of a given beat or frame of a song is an analogous representation of the \textit{states} generated by trained Hidden Markov Models in generating feature vectors for the aforementioned problem; and that the knowledge of the temporal boundaries within which, a group of frames lie, can be used as constraints in creating the feature vectors that are eventually clustered to identify the pattern in which the various segments of a song repeat.
\end{abstract}
\tableofcontents
%\include{chapter2/Market}
\include{Chapter_1/Introduction}
\include{Chapter_2/Feature_Extraction_and_State_Labeling}
%\include{chapter4/Formulation} % First half of Allerton paper
\include{Chapter_3/Boundary_Detection} % Large-scale SDP OPF Paper
\include{Chapter_4/Clustering}
\include{Chapter_5/Testing_and_Evaluation}
\include{Chapter_6/Conclusion}
\bibliography{references} % Make the bibliography
%\bibliography{decomposition_refs} % Make the bibliography
%\include{chapter7/appendix}
%\begin{appendix} % Start of the Appendix Chapters. If there is only
% one Appendix Chapter, then use \begin{appendix}
%\include{code} % Including computer code listings
%\include{bibref} % a BibTeX reference
%\include{math} % Complex Equations from the UW Math Department
%\include{acro} % A discussion on generating PDF files.
%\end{appendix} % End of the Appendix Chapters. ibid on \end{appendix}
%\include{vita} % Optional Vita, use \begin{vita} vita text \end{vita}
\end{document}
