Relative transfer function (RTF) estimation utilising peaks in time-domain RTF

An effective algorithm for a more accurate estimation of relative transfer function (RTF) to improve the directional-blind source separation-based RTF estimation is presented. The peaks in time-domain RTF (PTDR) as a feature of time-domain RTF to improve the conventional algorithm are utilised. The...

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Veröffentlicht in:Electronics letters 2016-07, Vol.52 (14), p.1264-1266
Hauptverfasser: Shin, M, Kim, W, Han, D.K, Ko, H
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Kim, W
Han, D.K
Ko, H
description An effective algorithm for a more accurate estimation of relative transfer function (RTF) to improve the directional-blind source separation-based RTF estimation is presented. The peaks in time-domain RTF (PTDR) as a feature of time-domain RTF to improve the conventional algorithm are utilised. The PTDRs contain important characteristics of RTF; however, they are smoothed due to the geometric constraint in the conventional algorithm. In the proposed algorithm, the PTDRs are recovered by employing the semi-non-negative matrix factorisation algorithm to effectively find the PTDRs from other peaks. A series of experiments using interfere and various noises demonstrates effectiveness of the proposed RTF estimation algorithm utilising the PTDR.
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subjects Algorithms
blind source separation
directional‐blind source separation‐based RTF estimation
Electronics
geometric constraint
Geometric constraints
matrix decomposition
Noise
PTDR
relative transfer function estimation
semi‐nonnegative matrix factorisation algorithm
Speech and audio processing and translation
Time domain
time‐domain analysis
time‐domain RTF
Transfer functions
title Relative transfer function (RTF) estimation utilising peaks in time-domain RTF
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