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建设性的自适应用户界面和采矿活动

Constructive Adaptive User Interfaces and Active Mining
课程网址: http://videolectures.net/solomon_numao_cauia/  
主讲教师: Masayuki Numao
开课单位: 东京工业大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
本文提出了一种定位乐谱与其印象之间关系和制约因素的方法,说明机器学习技术可以为音乐创作和分析人的情感提供强有力的工具。我们通过修改一些安排来检验它的普遍性,以给受试者一个特定的印象。本文介绍了一些能够根据种子结构预测感觉和创建新对象的用户界面,如频谱及其对被测试对象认为有利于提取的声音的转换。我们将讨论此类接口在活动挖掘项目中的作用。
课程简介: We propose a method to locate relations and constraints between a music score and its impressions, by which we show that machine learning techniques may provide a powerful tool for composing music and analyzing human feelings. We examine its generality by modifying some arrangements to provide the subjects with a specified impression. This paper introduces some user interfaces, which are capable of predicting feelings and creating new objects based on seed structures, such as spectrums and their transition for sounds that have been extracted and are perceived as favorable by the test subject. We would like to discuss a role of such interfaces in the Active Mining project.
关 键 词: 计算机科学; 机器学习; 自适应
课程来源: 视频讲座网
最后编审: 2020-06-03:毛岱琦(课程编辑志愿者)
阅读次数: 35