Provided is a song topic inference information generation system that is able to provide information that is more effective than the prior art in interpreting the topic of a song. A topic number learning means 9 executes for a prescribed number of times a topic number update learning calculation in which a topic number update calculation is performed for all of multiple items of song data for each of multiple artists. A random number generator having a bias for an occurrence probability corresponding to the probability distribution of the topic numbers is used to perform the topic number update calculation, in which a topic number assigned to a given item of song data Sar for a given artist a is updated. On the basis of the learning result from the topic number learning means 9, an output means 13 outputs, for each of the multiple artists, a topic number for each of the items of song data and a word probability distribution for each topic number.
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机译:提供一种歌曲主题推断信息生成系统,该系统能够提供比现有技术更有效地解释歌曲主题的信息。主题编号学习装置9执行规定次数的主题编号更新学习计算,其中针对多个艺术家中的每一个,对所有多个歌曲数据项执行主题编号更新计算。使用具有与主题编号的概率分布相对应的出现概率的偏差的随机数生成器来执行主题编号更新计算,其中,将主题编号分配给给定的歌曲数据S ar 给定艺术家的sub>已更新。基于来自主题编号学习装置9的学习结果,输出装置13针对多个艺术家中的每一个输出歌曲数据的每个项目的主题编号和每个主题编号的词概率分布。
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