annotate poster/sections/method2.tex @ 47:b0186d4a4496 tip

Move 7Digital dataset to Downloads
author Paulo Chiliguano <p.e.chiliguano@se14.qmul.ac.uk>
date Sat, 09 Jul 2022 00:50:43 -0500
parents fcd3730ffc19
children
rev   line source
p@36 1
p@36 2 \section{Data Representation}
p@36 3
p@36 4 \begin{itemize}
p@36 5 \item The CNN produces a vector representation of the spectrograms for each audio file.
p@36 6 \item The EDA \cite{Ding2015451} estimates a probabilistic model from a sample to model the user profiles from the user ratings dataset and vector representation.
p@36 7 \end{itemize}
p@36 8
p@36 9 %$$
p@36 10 %\label{eq:pgmmx}
p@36 11 %p(x)=\sum^{K}_{k=1}p(x|k)P(k)
p@36 12 %$$
p@36 13 \begin{center}
p@36 14 \resizebox*{0.85\columnwidth}{!}{\includegraphics{images/diagram_cnn.eps}}\\
p@36 15 {\large \textbf{Fig. 2.} Architecture of a CNN for music genre representation}\\[2ex]
p@36 16 \resizebox*{0.6\columnwidth}{!}{\includegraphics{images/flowchart_eda.eps}}\\
p@36 17 {\large \textbf{Fig. 3.} General flowchart for an EDA}\\
p@36 18 %\begin{tabular}{c@{ }c}
p@36 19 %\resizebox*{0.45\columnwidth}{!}{\includegraphics{images/diagram_hybrid_music_recommender.eps}} &
p@36 20 %\resizebox*{0.45\columnwidth}{!}{\includegraphics{images/fruit/plums.eps}} \\
p@36 21 %Bananas & Plums \\
p@36 22 %\end{tabular}
p@36 23 \end{center}