Abstract: A feature extraction algorithm based on the music melody outline is proposed.The algorithm picks up the music pitch sequence，and then converts to melody outline sequence.Finally the sequence is converted to melody outline characteristics based on the table of standard tone differences value.The results show that the system are very robust against surroundings noise，and the top-5 success rate is over 90% in a music database comprised 405 songs.