To play flute u can learn in few months, but to master to play flute it takes years of practise, with dedication. Music is an ocean, you are always a student. Hi, it depends upon the classes you take, and practice. Minimum it will take 2 years to cover the basics.Can I Learn Flute By Myself? Many people want to learn how to play the flute, but they don't want to take formal lessons. The good news is that it is definitely possible to learn how to play the flute by yourself! All you need is some dedication and hard work, and you'll be playing beautiful music in no time.