i.e. every 4 beats (one step in the variable t) the progresses to a new Xt hidden . Each X produces a probability distribution for a progression along Ys hidden states, such that a time step in the variable s is /4 of a step in t. Each Y has an emission distribution to observable states Zs (which also occur on each beat.

This is assuming a 4/4 time signature but could also be set to 3/4 or others by adjusting the time step ratios.

Ideally, an even longer time interval could be created for 4 measure sequences, making up a “verse” since the larger-scale changes in music are noticeable at this scale

Does anyone know if this has been explored or have any thoughts?



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