A review of time-scale modification of music signals

J Driedger, M Müller - Applied Sciences, 2016 - mdpi.com
Time-scale modification (TSM) is the task of speeding up or slowing down an audio signal's
playback speed without changing its pitch. In digital music production, TSM has become an …

Harmonic and percussive source separation using a convolutional auto encoder

W Lim, T Lee - 2017 25th European Signal Processing …, 2017 - ieeexplore.ieee.org
Real world audio signals are generally a mixture of harmonic and percussive sounds. In this
paper, we present a novel method for separating the harmonic and percussive audio signals …

[PDF][PDF] Harmonic-Percussive Source Separation Using Harmonicity and Sparsity Constraints.

J Park, K Lee - ISMIR, 2015 - archives.ismir.net
In this paper, we propose a novel approach to harmonicpercussive sound separation
(HPSS) using Non-negative Matrix Factorization (NMF) with sparsity and harmonicity …

Exploiting continuity/discontinuity of basis vectors in spectrogram decomposition for harmonic-percussive sound separation

J Park, J Shin, K Lee - IEEE/ACM Transactions on Audio …, 2017 - ieeexplore.ieee.org
In this paper, we present a novel method for harmonic-percussive sound separation (HPSS)
by exploiting continuity/discontinuity properties in a matrix decomposition framework. It is …

Mid-level audio features based on cascaded harmonic-residual-percussive separation

P López-Serrano, C Dittmar, M Müller - Audio engineering society …, 2017 - aes.org
Harmonic-percussive separation is a technique that splits music recordings into harmonic
and percussive components–it can be used as a preprocessing step to facilitate further tasks …

Towards multi-purpose spectral rhythm features: An application to dance style, meter and tempo estimation

A Gkiokas, V Katsouros… - IEEE/ACM Transactions …, 2016 - ieeexplore.ieee.org
This paper addresses the extraction of multipurpose spectral rhythm features that
simultaneously tackle a variety of rhythm analysis tasks, namely, dance style classification …

[PDF][PDF] Processing music signals using audio decomposition techniques

J Driedger - 2016 - d-nb.info
Music signals are complex. When musicians play together, their instruments' sounds
superimpose and form a single complex sound mixture. Furthermore, even the sound of a …

Real-Time Noise Suppression Using Harmonic/Percussive Separation with Morphological Operations for Hammering Test

R Uchiyama, N Tanabe - 2023 Asia Pacific Signal and …, 2023 - ieeexplore.ieee.org
This paper proposes a method to suppress noise in real-time using harmonic/percussive
separation with morphological operations for hammering tests. The feature of the proposed …

Deploying Deep Belief Nets for content based audio music similarity

A Gkiokas, V Katsouros… - IISA 2014, The 5th …, 2014 - ieeexplore.ieee.org
In this paper a method for computing an audio based similarity between music excerpts is
presented. The method consists of three main parts, with the first step being feature …