Are you guys (and anyone else) up for trying to achieve this goal as a project? It could be quite exciting to have a general-purpose unsupervised model that learns something like a zerba finch song within the framework of HTM.
If so we could probably get audio samples of some ‘dad’ zerba finch songs and use an encoder to feed into the model and go from there.