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Music Mood Player Implementation Applied in Daycare Using Self Organizing Map Method

机译:自组织映射方法将音乐心情播放器实现在日托中的应用

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摘要

. Music is an art, entertainment and human activity that involve some organized sounds. Music is closely related to human psychology. A piece of music often associated with certain adjectives such as happy, sad, romantic and many more. The linkage between the music with a certain mood has been widely used in various occasions by people, there for music classification based on relevance to a particular emotion is important. Daycare is one example of an institution that used music as therapy or tools of support in each of its parenting activities. This research concerns in implementation of a music mood player using Self Organizing Map applied at the Daycare. The features that are used on this music mood player are rhythm patterns of the music. The mood parameters that used in this system is based on Robert Thayer\u27s energy-stress model which are exuberance / happy, contentment / relax, anxious and depression. The system is tested using a set of songs with various genres and the classification results are compared with the mood obtained by child psychology expert. The system can be set automatically according to the activities at daycare.Â
机译:。音乐是一种艺术,娱乐和人类活动,涉及一些有组织的声音。音乐与人类心理息息相关。一段音乐通常与某些形容词相关,例如快乐,悲伤,浪漫等等。具有某种情绪的音乐之间的联系已被人们广泛地用于各种场合,在那里基于与特定情绪的相关性进行音乐分类很重要。日托是机构在其每个育儿活动中使用音乐作为治疗手段或支持工具的一个例子。这项研究涉及使用Daycare上的Self Organizing Map实现音乐心情播放器。此音乐心情播放器上使用的功能是音乐的节奏模式。该系统中使用的情绪参数基于罗伯特·塞耶(Robert Thayer)的能量压力模型,即旺盛/快乐,满足/放松,焦虑和沮丧。使用一组各种流派的歌曲对系统进行测试,并将分类结果与儿童心理学专家获得的情绪进行比较。该系统可以根据日托活动自动设置。

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