Is music a form of food for the soul?

Very good.

I just have to mention that the example of namaz or seeing kaaba and its effects which depends on people's willingness to experience the effects.

A non-muslim will look at Kaaba in a different way.

Music on the other hand can have universal or near universal effect.

Other point to consider is that soul is an undefinable part of human being. Most of the people confuse this with 'feelings' and others just keep saying it is a metaphorical term. Anyhow, 'soul' and music relationship is not really proven.