play by ear

from Wiktionary, Creative Commons Attribution/Share-Alike License.

• verb transitive and intransitive, of music To play guided by one's memory of the sound, rather than from a written score.
• verb transitive and intransitive, idiomatic To do by guessing, intuition, or trial and error; to react to events as they occur.