Mihajlo Velimirovic

Pitch Estimation Via Self-Supervision

We present a method to estimate the fundamental frequency in monophonic audio, often referred to as pitch estimation. In contrast to existing methods, our neural network can be fully trained only on unlabeled data, using self-supervision. A tiny amount of labeled data is needed solely for mapping th…