Fundamental frequency tracking of musical signals with correntropy

In this work, the fundamental frequencies of the musical signals are tracked for transcription. For this purpose, it is shown that the correntropy function can be used like the autocorrelation function for finding the fundamental frequencies of signals. The successfulness of the method is evaluated by comparing with the YIN algorithm for different note and melody samples. The correntropy function is shown to be successful as the YIN algorithm.