The era of modernity and information technology has entered people's lives, which has brought new challenges to innovative culture and art to a great extent, especially changing the relationship between traditional culture and pop music creation. In order to better automate music creation, this paper proposes a mixed model of cultural term evaluation of Chinese pop songs based on RITNN, which sets up RNN structure composition models of different channels. Through this method, a data reconstruction model of important cultural elements of simultaneous interpretation is established. The experiment fully proves that the pop music creation in traditional cultural materials not only integrates the essence of traditional cultural elements but also makes new creation. This scheme can evaluate the integration effect of traditional cultural elements in pop music creation.
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