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Automatic Embedding of Stories Into Collections of Independent Media

2021-11-03 13:36:47
Dylan R. Ashley, Vincent Herrmann, Zachary Friggstad, Kory W. Mathewson, Jürgen Schmidhuber

Abstract

We look at how machine learning techniques that derive properties of items in a collection of independent media can be used to automatically embed stories into such collections. To do so, we use models that extract the tempo of songs to make a music playlist follow a narrative arc. Our work specifies an open-source tool that uses pre-trained neural network models to extract the global tempo of a set of raw audio files and applies these measures to create a narrative-following playlist. This tool is available at this https URL

Abstract (translated)

URL

https://arxiv.org/abs/2111.02216

PDF

https://arxiv.org/pdf/2111.02216.pdf


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