
csong@60: \section{Syncopation Dataset}
csong@60: \label{sec:data}
csong@60: 
csong@60: The major outcome of the SynPy toolkit is to provide prediction of the level of syncopation of a certain rhythm pattern, or none if not applicable. As a demonstration, we apply all seven syncopation models on the rhythms in the syncopation perceptual dataset in~\cite{Song14thesis, Song13}. This dataset includes 27 monorhythms in 4/4 meter, 36 monorhythms in 6/8 and 48 polyrhythms in 4/4, altogether 111 rhythm-stimuli. 
csong@60: 
csong@60: \begin{figure}
csong@60: \centerline{\epsfig{figure=images/allmodels.pdf, width=\columnwidth}}
csong@60: \caption{\textbf{Syncopation predictions of seven models for the syncopation dataset}.}
csong@60: \label{fig:modelpredictions}
csong@60: \end{figure}
csong@60: 
csong@60: Figure~\ref{fig:modelpredictions} plots the syncopation predictions of individual model for each rhythm. It shows that each model has different ranges of prediction and applicable scope of rhythm categories (consistent with Table~\ref{ta:capabilities}. 



