Title :
Improving Time-Scale Modification of Music Signals Using Harmonic-Percussive Separation
Author :
Driedger, Jonathan ; Muller, Mathias ; Ewert, Sebastian
Author_Institution :
Fraunhofer Inst. fur Integrierte Schaltungen (IIS), Friedrich-Alexander-Univ. Erlangen-Nurnberg (FAU), Erlangen, Germany
Abstract :
A major problem in time-scale modification (TSM) of music signals is that percussive transients are often perceptually degraded. To prevent this degradation, some TSM approaches try to explicitly identify transients in the input signal and to handle them in a special way. However, such approaches are problematic for two reasons. First, errors in the transient detection have an immediate influence on the final TSM result and, second, a perceptual transparent preservation of transients is by far not a trivial task. In this paper we present a TSM approach that handles transients implicitly by first separating the signal into a harmonic component as well as a percussive component which typically contains the transients. While the harmonic component is modified with a phase vocoder approach using a large frame size, the noise-like percussive component is modified with a simple time-domain overlap-add technique using a short frame size, which preserves the transients to a high degree without any explicit transient detection.
Keywords :
audio signal processing; music; TSM; harmonic component; harmonic percussive separation; input signal; music signals; noise like percussive component; percussive component; percussive transients; phase vocoder approach; time scale modification; transient detection; Harmonic analysis; Multiple signal classification; Signal processing algorithms; Spectrogram; Speech; Transient analysis; Vocoders; Harmonic-percussive separation; overlap-add; phase vocoder; time-scale modification; transient preservation;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2013.2294023