论文标题
Lyricjam Sonic:实时构图和音乐即兴创作的生成系统
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation
论文作者
论文摘要
电子音乐艺术家和声音设计师具有独特的工作流程实践,需要采用专门的方法来开发音乐信息检索和创造力支持工具。此外,电子乐器(例如模块化合成器)具有近乎无限的声音创造可能性,并且可以组合起来以创建独特而复杂的音频路径。发现有趣的声音的过程通常是偶然的,不可能复制。因此,许多电子流派的音乐家在工作室工作时始终始终记录音频输出。随后,艺术家很难重新发现可能适合在数千小时录音中使用的音段。在本文中,我们描述了Lyricjam Sonic,这是一种新颖的创意工具,供音乐家重新发现他们以前的录音,将其与其他录音重新上下语,并实时创建原始的现场音乐作品。双模式AI驱动的方法使用生成的歌词线来从艺术家过去的录音室录音中找到匹配的录音片段,并使用它们来生成新的歌词线,而这些抒情系列又用于查找其他剪辑,从而创建了音乐和歌词的连续且不断发展的片段。目的是让艺术家处于有利于音乐创作的创造性流程中,而不是将他们带入故意寻找过去音频细分市场的分析/批判状态。该系统可以在没有用户输入的情况下以完全自主的模式运行,也可以在艺术家播放现场音乐的现场表演模式下运行,而系统则“听”并创建音乐和歌词的连续响应。
Electronic music artists and sound designers have unique workflow practices that necessitate specialized approaches for developing music information retrieval and creativity support tools. Furthermore, electronic music instruments, such as modular synthesizers, have near-infinite possibilities for sound creation and can be combined to create unique and complex audio paths. The process of discovering interesting sounds is often serendipitous and impossible to replicate. For this reason, many musicians in electronic genres record audio output at all times while they work in the studio. Subsequently, it is difficult for artists to rediscover audio segments that might be suitable for use in their compositions from thousands of hours of recordings. In this paper, we describe LyricJam Sonic -- a novel creative tool for musicians to rediscover their previous recordings, re-contextualize them with other recordings, and create original live music compositions in real-time. A bi-modal AI-driven approach uses generated lyric lines to find matching audio clips from the artist's past studio recordings, and uses them to generate new lyric lines, which in turn are used to find other clips, thus creating a continuous and evolving stream of music and lyrics. The intent is to keep the artists in a state of creative flow conducive to music creation rather than taking them into an analytical/critical state of deliberately searching for past audio segments. The system can run in either a fully autonomous mode without user input, or in a live performance mode, where the artist plays live music, while the system "listens" and creates a continuous stream of music and lyrics in response.