Traditional computer music creation is carried out through computer simulation of fixed conversion of syllables. However, there are phenomena of syllables and pitch distortions in music creation that changes rapidly in rhythm. In response to this problem, a method of music creation and sound test based on genetic algorithm and wireless network is proposed. First, the genetic algorithm is introduced to construct a general mathematical module for music creation, and genetic operators for encoding string length and group size are assigned to establish a similarity measure for computer music creation. Then, the mean cluster analysis of music creation realizes the creation of computer music. Finally, based on the wireless network technology, the sound test effect analysis of music creation was carried out. Experimental results show that the proposed method of music creation and sound test is superior to the traditional method, the accuracy of syllables is increased by 25.97%, and the accuracy of tones is increased by 34.12%. This technology can realize high-pitched music creation and audition research.

传统的计算机音乐创作是通过对音节进行固定转换的计算机模拟来进行的。但是，音乐创作中会出现音节和音高失真的现象，节奏会快速变化。针对这一问题，提出了一种基于遗传算法和无线网络的音乐创作和声音测试方法。首先，引入遗传算法来构建用于音乐创作的通用数学模块，并分配用于对字符串长度和组大小进行编码的遗传运算符，以建立用于计算机音乐创作的相似性度量。然后，音乐创作的均值聚类分析实现了计算机音乐的创作。最后，基于无线网络技术，对音乐创作的声音测试效果进行了分析。实验结果表明，所提出的音乐创作和声音测试方法优于传统方法，音节的准确性提高了25.97％，音调的准确性提高了34.12％。该技术可以实现高音调的音乐创作和试听研究。