Isn't this the same for anybody pursuing a dream? Athletes, footballers, sportsmen in general have to invest in themselves. Some make it, some don't. Nothing has changed there. Loads of people have stories of being skint musicians.
It's never been easier to be a musician - promoting your own wares is simple compared to pre Internet - producing something that will sell , now that's the trick.