id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-29325	Chen, Yuqing	Pipa Performance Analysis and Timbre Simulation Based on Artificial Intelligence	2025	3	.pdf	application/pdf	1880	99	37	Experimental results show that this method can not only accurately classify pipa performance techniques, but also generate high-quality timbre simulations. Data collection and preprocessing In order to achieve the classification and timbre simulation of pipa playing techniques, this study conducted comprehensive large-scale data collection.	cache/ajst-29325.pdf	txt/ajst-29325.txt