DocumentCode
2150361
Title
Estimation of the frequency dependent reverberation time by means of warped filter-banks
Author
Löllmann, Heinrich W. ; Vary, Peter
Author_Institution
Inst. of Commun. Syst. & Data Process., RWTH Aachen Univ., Aachen, Germany
fYear
2011
fDate
22-27 May 2011
Firstpage
309
Lastpage
312
Abstract
An improved approach for the estimation of the frequency dependent reverberation time (RT) by means of allpass transformed filter-banks is presented. It is shown that by means of these warped filter-banks, a much more accurate RT estimation at lower frequencies can be obtained than by octave filter-banks, which are commonly used for the estimation of the frequency dependent RT. Furthermore, allpass transformed filter-banks can achieve a much better approximation of the non-uniform frequency resolution of the human auditory system than octave filter-banks. A uniform or non-uniform (auditory) frequency resolution can thereby be simply adjusted by a single allpass coefficient. The RT estimation can be done with an allpass transformed DFT or DCT filter-bank. The warped DCT filter-bank is of special interest as it provides real-valued subband signals. This facilitates the use of a maximum-likelihood (ML) estimator for either a non-blind estimation of the frequency dependent RT from a room impulse response or a blind estimation from a reverberant speech signal.
Keywords
all-pass filters; channel bank filters; maximum likelihood estimation; speech processing; allpass coefficient; allpass transformed filter-banks; frequency dependent reverberation time; human auditory system; maximum-likelihood estimator; nonblind estimation; nonuniform frequency resolution; octave filter-banks; reverberant speech signal; room impulse response; warped filter-banks; Discrete Fourier transforms; Discrete cosine transforms; Estimation; Frequency dependence; Frequency estimation; Reverberation; Speech; frequency dependent decay; frequency warping; reverberation time; sound decay measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location
Prague
ISSN
1520-6149
Print_ISBN
978-1-4577-0538-0
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2011.5946402
Filename
5946402
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