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In this work we were aimed to study music using visibility algorithms. Thisalgorithms are used as a way to get a network, from a time series. However themain idea of this paper was not to study music from the perspective of complexnetworks, but to studying it as a lenguage, basically the changes in wath wecall \textit{words,} between diferents ages in music. The visibility algorithmprovide us a way to cut time series and generate the words, of the composers wewhere studying. We study clasical music composers from differents ages, fromBach to Schostakovish. Time series in this work came from MIDI archives and theseries were generated by, the absolute diference between two adyacent notes, inthe first voice in the MIDI archive. Once we had our series we apply thealgorithm to generate words. The visibility algorihm was used also, as a way toget Zipf law becouse at first what we found was that when we used visibilityalgorithm we create a free-scale network, so we decided to take subgroup ofthis network that is going to be also free of scale, and make the musicalwords.

Words as block of notes and Zipf law in music using visibility algorithm