To improve pitch accuracy, practice ear training exercises, including interval and chord recognition. Regularly use a tuner or pitch reference while singing or playing to ensure correct intonation. Develop solid technique and muscle memory through scales and arpeggios. Recording and reviewing performances can also help identify and correct pitch issues.