LyriSys: An Interactive Support System for Writing Lyrics Based on Topic Transition
LyriSys: An Interactive Support System for Writing Lyrics Based on Topic Transition
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DOI：
10.1145/3025171.3025194
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发表时间：
2017-03
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影响因子：
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通讯作者：
Kento Watanabe;Yuichiroh Matsubayashi;Kentaro Inui;Tomoyasu Nakano;Satoru Fukayama;Masataka Goto
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文献类型：
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作者：
Kento Watanabe;Yuichiroh Matsubayashi;Kentaro Inui;Tomoyasu Nakano;Satoru Fukayama;Masataka Goto
本文介绍了LyriSys，一个新的歌词写作支持系统。用于歌词写作的先前系统可以完全自动地仅生成满足对重音和音节模式的给定约束的单行歌词或整个歌词。与此类系统相比，LyriSys允许用户以试错的方式逐步创建和修改他们的工作。通过与系统的细粒度交互，用户可以创建音乐结构和歌词故事的规范，包括诗句-桥梁-合唱结构，行数，单词和音节，最重要的是，语义主题的过渡，如“场景”，“黑暗”和“甜蜜的爱情”。本文提供了一个概述的系统及其用户界面的设计，并介绍了如何指导写作过程中的一个国家的最先进的概率生成主题模型，没有监督的训练。该系统适用于日语和英语。
This paper presents LyriSys, a novel lyric-writing support system. Previous systems for lyric writing can fully automatically only generate a single line of lyrics that satisfies given constraints on accent and syllable patterns or an entire lyric. In contrast to such systems, LyriSys allows users to create and revise their work incrementally in a trial-and-error manner. Through fine-grained interactions with the system, the user can create the specifications of the musical structure and the story of the lyrics in terms of the verse-bridge-chorus structure, the number of lines, words and syllables, and most importantly, the transition over semantic topics such as "scene", "dark" and "sweet love". This paper provides an overview of the design of the system and its user interface and describes how the writing process is guided by a state-of-the-art probabilistic generative topic model that is trained without supervision. The system works for both Japanese and English.