2020
Pitch Estimation Via Self-Supervision
Beat Gfeller, Christian Havnø Frank, Dominik Roblek, Matthew Sharifi, Marco Tagliasacchi, Mihajlo Velimirovic
ICASSP 2020accepted
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…