As I am curious on music theory I would like to know that If is there any such network that analyse like labeling chords, or doing a roman numeral analysis.

Like an example below:

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It does not seem to be a difficult task.

Some other examples are given here[external link]

Also I am curious that If it is a possible task for AI to accomplish.

  • $\begingroup$ I think that you should try RBM's if you intend to make the machine make the music. $\endgroup$ – Spectre Sep 1 at 11:12
  • $\begingroup$ I have heard them make poems, but not something as you said. $\endgroup$ – Spectre Sep 1 at 11:12
  • $\begingroup$ Sorry if I understood and guessed it wrong. $\endgroup$ – Spectre Sep 1 at 11:12
  • $\begingroup$ Actually I do not want to generate music scores, I want to label them as like as YOLO does. Thank you for your comment $\endgroup$ – Nabla Sep 1 at 11:21

I have not come across music labeling algorithms but upon a google scholar search, I found a couple of papers that aim to do quite the same task.

In general, if you have a labeled dataset then you can take an approach of a general speech recognition model. It should work fine for music labeling too, but you might need to tweak certain parameters.

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