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引用次数: 0

摘要

在语音通信干扰效果的客观评价中,单一的客观评价方法存在场景适应性差的问题。在某些通信场景中,相关性较好,而在其他通信场景中,相关性较差。为了解决这一问题,本文采用多元自适应回归样条法对PESQ、MFCC等客观评价方法进行组合。基于互补设计,实现了提高场景适应性的客观评价方法。实验数据表明,基于mars的成分评价方法比单一的客观评价方法具有更好的性能。
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Objective Evaluation of Speech Communication Jamming Effect based on Composite Evaluation
In the objective evaluation of speech communication interference effect, a single objective evaluation method has the problem of poor scene adaptability. In some communication scenarios, the correlation is good, while in other communication scenarios, the correlation is poor. To solve this problem, this paper uses multivariate adaptive regression splines method to composite PESQ, MFCC and other objective evaluation methods. Based on complementary design, the objective evaluation methods of improving the scene adaptability is achieved. The experimental data shows that the MARS-based composition evaluation method has better performance than a single objective evaluation method.
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