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Song Lyrics Summarization Inspired by Audio Thumbnailing

机译:受音频缩略图启发的歌曲歌词摘要

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摘要

Given the peculiar structure of songs, applying generic text summarization methods to lyrics can lead to the generation of highly redundant and incoherent text. In this paper, we propose to enhance state-of-the-art text summarization approaches with a method inspired by audio thumbnailing. Instead of searching for the thumbnail clues in the audio of the song, we identify equivalent clues in the lyrics. We then show how these summaries that take into account the audio nature of the lyrics outperform the generic methods according to both an automatic evaluation and human judgments.
机译:给定歌曲的特殊结构,将通用文本摘要方法应用于歌词可以导致生成高度冗余和不连贯的文本。在本文中,我们建议使用受音频缩略图启发的方法来增强最新的文本摘要方法。我们没有在歌曲的音频中搜索缩略图提示,而是在歌词中标识了等效的提示。然后,我们根据自动评估和人为判断,展示考虑歌词的音频性质的这些摘要如何胜过一般方法。

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