Feature Extraction and Classification of Music Content Based on Deep Learning by Qianqiu Shi, Young Chun Ko

“…To study the use of in-depth training in extracting and classifying the content of music samples, the work offers an algorithm for identifying and classifying musical genres based on a deep network of beliefs, enabling it to be used to extract and classify traditional Chinese musical instruments, and using real-world experiments to test its performance after training. …”
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The Śāriputra and Raudrākṣa – On the Identity of the Bronze Drum in the Dunhuang Murals by Minqian Liao

“…The cross-patterned drum is identified as a bronze drum, similar to the Chongyang 崇陽 bronze drum, and linked to the metal classification of ancient Chinese musical instruments. These drums were sacred objects used in rituals to communicate with deities, particularly among southern Chinese ethnic groups. …”
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