DocumentCode :
667505
Title :
A fast Griffin-Lim algorithm
Author :
Perraudin, Nathanael ; Balazs, P. ; Sondergaard, Peter L.
Author_Institution :
EPFL, Lausanne, Switzerland
fYear :
2013
fDate :
20-23 Oct. 2013
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, we present a new algorithm to estimate a signal from its short-time Fourier transform modulus (STFTM). This algorithm is computationally simple and is obtained by an acceleration of the well-known Griffin-Lim algorithm (GLA). Before deriving the algorithm, we will give a new interpretation of the GLA and formulate the phase recovery problem in an optimization form. We then present some experimental results where the new algorithm is tested on various signals. It shows not only significant improvement in speed of convergence but it does as well recover the signals with a smaller error than the traditional GLA.
Keywords :
Fourier transforms; convergence; optimisation; signal processing; GLA; Griffin-Lim algorithm; STFTM; convergence; optimization form; phase recovery problem; short-time Fourier transform modulus; signal estimation; Acoustics; Algorithm design and analysis; Convergence; Fourier transforms; Signal processing algorithms; Spectrogram; Magnitude-only reconstruction; Phase reconstruction; Short-time Fourier transform; signal estimation; spectrogram inversion; time-scale modification (TSM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on
Conference_Location :
New Paltz, NY
ISSN :
1931-1168
Type :
conf
DOI :
10.1109/WASPAA.2013.6701851
Filename :
6701851
Link To Document :
بازگشت