This study aims to propose a comparison model of Chinese and Japanese traditional opera tunes based on deep learning (DL) and artificial intelligence technology. which can be used to effectively analyze and classify the tune characteristics of Chinese and Japanese traditional opera. To achieve this aim. a multi-layered DL model. https://foldlyers.shop/product-category/banjo-strings/