Bayesian Restoration of Audio Degraded by Low-Frequency Pulses Modeled via Gaussian Process

Hugo Tremonte de Carvalho, Flávio Rainho Ávila, Luiz Wagner Pereira Biscainho

A common defect found when reproducing old vinyl and gramophone recordings with mechanical devices are the long pulses with significant low-frequency content caused by the interact…