Low-latency Bass Separation using Harmonic-Percussion Decomposition

TitleLow-latency Bass Separation using Harmonic-Percussion Decomposition
Publication TypeConference Paper
Year of Publication2013
Conference NameInternational Conference on Digital Audio Effects Conference (DAFx-13)
AuthorsMarxer, R., & Janer J.
Conference Start Date02/09/2013
Conference LocationMaynooth, Ireland
AbstractMany recent approaches to musical source separation rely on model-based inference methods that take into account the signal's harmonic structure. To address the particular case of low-latency bass separation, we propose a method that combines harmonic decomposition using a Tikhonov regularization-based algorithm, with the peak contrast analysis of the pitch likelihood function. Our experiment compares the separation performance of this method to a naive low-pass filter, a state-of-the-art NMF-based method and a near-optimal binary mask. The proposed low-latency method achieves results similar to the NMF-based high-latency approach at a lower computational cost. Therefore the method is valid for real-time implementations.
preprint/postprint documenthttp://dafx13.nuim.ie/papers/11.dafx2013_submission_13.pdf
intranet