从图像生成音乐

Gwenaelle Cunha Sergio, R. Mallipeddi, Jun-Su Kang, Minho Lee
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引用次数: 6

摘要

图像可以像音乐一样传达情感。如果是这样的话,那么就有可能,给定一个图像,就可以获得一个音乐,可以从听众/观众那里产生类似的反应。挑战在于如何做到这一点。在本文中,我们使用HSV色彩空间模型对图像进行分析,并假设这三种成分中的每一种都与音调、音高、节奏和响度等基本音乐元素有一定的关系。然后从左到右,从上到下扫描图像,以生成一系列音符。最后,使用情感平均意见评分(MOS)来评估所提出方法的性能。这项工作可能被证明是对人机交互领域的一个非常重要的贡献,因为它可以改善计算机与视觉和/或听力受损的人之间的互动。在目前的工作中,我们只考虑两种情绪;积极和消极。
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Generating Music from an Image
Images can convey emotion just like music. If that's so, then it might be possible that, given an image, one can obtain a music that can produce a similar reaction from the listener/viewer. The challenge lies in how to do that. In this paper, we analyze the image using the HSV color space model and assume that each one of the three components have a relation with basic music elements, like tone, pitch, rhythm and loudness. The image is then scanned from left to right and top to bottom in order to generate a sequence of notes. In the end, the emotional Mean Opinion Score (MOS) is used to evaluate the performance of the proposed method. This work could prove to be a very important contribution to the field of HCI because it can improve the interaction between computers and humans who are visually and/or hearing impaired. In the current work, we only consider two emotions; positive and negative.
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