I disagree. You could argue that a musician probably thinks "I have to play a D# for one and a half beats" as well. Or they can draw a dotted quarter on the sheet. We have symbolic languages for a reason - they are, once learnt, superior. If anything code needs to move further away from spoken language, more in the direction of APL and its descendants.
A skilled musician likely doesn't engage the speech centres of their brain, they see a note on the sheet and translate it to motion. You should be able to take in the symbol for "apply a function to each item in a vector" at a glance without any clumsy English getting in the way. APL had it right, but coding has been crippled by catering to the lowest common denominator.