论文标题
Youling:AI辅助歌词创建系统
Youling: an AI-Assisted Lyrics Creation System
论文作者
论文摘要
最近,已经提出了各种神经模型以生成歌词。但是,以前的大多数工作都在单个通过的情况下完成了几乎没有人类干预的生成过程。我们认为,歌词创作是一个以人类智能为中心的创造过程。 AI应该在歌词创作过程中扮演助手的角色,在该过程中,人类互动对于高质量的创造至关重要。本文演示了\ textit {youling},这是一种AI辅助歌词创建系统,旨在与音乐创建者合作。在歌词生成过程中,\ textIt {youling}支持传统的一个通过全文生成模式以及交互式生成模式,该模式允许用户从以前上下文中的生成的候选者中选择令人满意的句子。该系统还提供了一个修订模块,使用户能够重复修改不希望的句子或歌词的单词。此外,\ textit {youling}允许用户使用多方面属性来控制生成的歌词的内容和格式。该系统的演示视频可在https://youtu.be/dfenphk0pm4上获得。
Recently, a variety of neural models have been proposed for lyrics generation. However, most previous work completes the generation process in a single pass with little human intervention. We believe that lyrics creation is a creative process with human intelligence centered. AI should play a role as an assistant in the lyrics creation process, where human interactions are crucial for high-quality creation. This paper demonstrates \textit{Youling}, an AI-assisted lyrics creation system, designed to collaborate with music creators. In the lyrics generation process, \textit{Youling} supports traditional one pass full-text generation mode as well as an interactive generation mode, which allows users to select the satisfactory sentences from generated candidates conditioned on preceding context. The system also provides a revision module which enables users to revise undesired sentences or words of lyrics repeatedly. Besides, \textit{Youling} allows users to use multifaceted attributes to control the content and format of generated lyrics. The demo video of the system is available at https://youtu.be/DFeNpHk0pm4.