Extension of DUET to single-channel mixing model and separability analysis

Tengtrairat, N. and Woo, Wai Lok (2014) Extension of DUET to single-channel mixing model and separability analysis. Signal Processing, 96. pp. 261-265. ISSN 0165-1684

Full text not available from this repository.
Official URL: http://dx.doi.org/10.1016/j.sigpro.2013.08.017

Abstract

In this paper, the DUET binaural model is extended to the single-channel mixing model where only one microphone is available for recording. A novel “artificial stereo” mixing model is proposed to create a synthetic stereo signal by weighting and time-shifting the original single-channel mixture. Separability analysis of the proposed model has also been derived to verify that the artificial stereo mixture is separable. This work, therefore, relaxes the under-determined ill-conditions associated with monaural source separation and path the way for binaural source separation approaches to solve monaural mixture.

Item Type: Article
Uncontrolled Keywords: Single-channel mixture, DUET, Autoregressive process, Maximum likelihood estimation
Subjects: G900 Others in Mathematical and Computing Sciences
Department: Faculties > Engineering and Environment > Computer and Information Sciences
Depositing User: Becky Skoyles
Date Deposited: 11 Apr 2019 14:18
Last Modified: 11 Apr 2019 14:18
URI: http://nrl.northumbria.ac.uk/id/eprint/38945

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