Hey friends, I had a develop. The result is a portable tool to detect the genre of a song, and to give you back some common tags for this genre. It is based on Maest (non commercial license), and free and Open Source under MIT license.

https://github.com/ReinerBforartists/sgd-portable

You can also find it in the new Software category.