I can't for the love of me find it anywhere. It was about this guy who was a musician, his genre was rock (I think) and played in a band (I think), falls in love with a girl. Fairly certain it was made in the 2000's and the backdrop of the movie was Los Angeles;
If it's any help it was a young couple and the guy had long black hair;