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- W3013934145 abstract "In this paper, a novel system for the separation of 2 moving audio source is being presented and evaluated in experiments. The proposed approach works in the time domain, estimating coefficients of IIR filters derived from attenuation factors and fractional delays between microphone signals to minimize cross-talk. A novel objective function derived from the Kullback-Leibler divergence as a substitute of mutual information between the resulting separated signals is used. For optimization we utilize a novel algorithm of Random Directions, without the need for gradients, which is very fast and robust. The evaluation of proposed approach on convolutive mixtures generated from speech signals taken from the TIMIT data-set using a room impulse response simulator is being presented. Results show that our proposed approach outperforms a state of the art approach in computation time and has a comparable separation performance." @default.
- W3013934145 created "2020-04-03" @default.
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- W3013934145 date "2019-11-01" @default.
- W3013934145 modified "2023-10-01" @default.
- W3013934145 title "A Fast Stereo Audio Source Separation for Moving Sources" @default.
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- W3013934145 doi "https://doi.org/10.1109/ieeeconf44664.2019.9048652" @default.
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