make sure they are not shorting out anywhere, thats what happened to me once it makes your sound from the speaker its wired to not work either. I would suggest hot gluing your joints.
And that other guy is saying that if you hook leds directly to your psps speakers they will burn out your psp internal sound card after a while, you may want to add some resistors.