Data-Driven Statistical Modelling of Room Impulse Responses in the Power Domain

Clement Doire, Mike Brookes, Patrick A. Naylor, Søren Holdt Jensen

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Abstract

Having an accurate statistical model of room impulse responses
with a minimum number of parameters is of crucial
importance in applications such as dereverberation. In this
paper, by taking into account the behaviour of the early reflections,
we extend the widely-used statistical model proposed
by Polack. The squared room impulse response is modelled in
each frequency band as the realisation of a stochastic process
weighted by the sum of two exponential decays. Roomindependent
values for the new parameters involved are obtained
through analysis of several room impulse response
databases, and v
OriginalsprogEngelsk
TidsskriftProceedings of the European Signal Processing Conference
Sider (fra-til)2466-2470
ISSN2076-1465
DOI
StatusUdgivet - 2015
BegivenhedEuropean Signal Processing Conference (EUSIPCO) - Nice, Frankrig
Varighed: 31 aug. 20154 sep. 2015

Konference

KonferenceEuropean Signal Processing Conference (EUSIPCO)
Land/OmrådeFrankrig
ByNice
Periode31/08/201504/09/2015

Citationsformater