sing while you play - that way you internalise what each note sounds like even before you play it. Chord theory helps massively too, so work on dominant 7, major 7 and minor 7th chord arpeggios - they'll give you the root, third, fifth and seventh (if you choose to use it) of ANY chord in 95% of western popular music.