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Taking this in mind, this paper would like to contribute to give a holistic approach of the state of the technology.
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Furthermore, System 1 relies on the most popular approaches of the state-of-the-art diarization systems.
Excellent results have been obtained outperforming other approaches of the state of the art.
Finally, we compare the proposed approach with the state-of-the-art approaches in terms of accuracy and time consumption.
And a comparison of the proposed approach with the state-of-the-arts is also presented.
The proposed approach achieves the state-of-the-art performance in terms of mean absolute error and mean squared error.
We can observe better performances of our approach over the state-of-the-art methods, with a relative improvement from 4.74% (in LBP-KDE) to 13.74% (in RankBoost).
Since the BK algorithm has been widely reported to be faster than its alternatives, we compare our approach with the state-of-the-art implementation of the BK algorithm [28].
Further, a quantitative and qualitative assessment of the proposed approach with the state-of-the-art trackers is illustrated to clearly demonstrate an overall increase in performance.
The experimental results and analysis of the comparison between developed approach and the state-of-the-arts are shown in "Results and analysis" section, and the conclusion and future work are given at the last section.
In October 2009 in an out-of-court discussion, lawyers on behalf of El-Sherbini's family and widower approached the Ministry of Justice of the State of Saxony about compensation.
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