by heart

Từ điển Oxford Advanced Learner 8th

by ˈheart idiom
(BrE also off by ˈheart)using only your memory
• I've dialled the number so many times I know it by heart.
• She's learnt the whole speech off by heart.
Main entry: ↑heart_idiom