AlgoRhythms is an application that automatically generates exercise workouts from a given song. Using machine learning and intelligent mappings, we select workouts from a set of exercises that best fit the rhythm and energy of the music. First, we segment the song into labeled sections, in which the labels represent similarities between segments of a song. Next, these segments are mapped to specific exercises and are used to generate a video. This video guides the user through the exercises mapped to the song’s labeled segments by displaying repetition timings that match the rhythm of the song.
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