The very first set of neural reels


New tune, News

Now it is time for reels!  New training parameters are resulted in a big improvement of generated tunes quality. I transposed all “the session” library of reels to the key of D before the network learning. After the training and the generation, for sure, neural Irish tunes require some adjustments of Irish-RNN tunes in ABC […]

December 15, 2017

Optimization of a network learning


New tune, News

The optimization of a learning is a key.  To improve the size of a tunes database I transposed all available tunes of  a certain types (i.e. reels, jigs, hornpipes) into one scale considering modes (Dorian, Maj and so on). The scale of D was chosen just arbitrary.  The very first attempt of the learning process […]

December 11, 2017

A detailed example of a tune production


New tune

Here I am going to describe one example of a produciton and edition of a tune. The original version was generated by a recurrent neural network trained on Irish traditional tunes in the ABC format. Scpecifically, a small database (~3000 tunes) that consists of irish reels was taken.   Let`s take a look at the […]

December 7, 2017