![[2602.22606] CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support](https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png){kind=logo}
[2602.22606] CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support
Summary
CoLyricist is an AI-assisted tool designed to enhance the lyric writing process by aligning with the common workflows of lyricists, improving efficiency and creativity.
Why It Matters
This research highlights the intersection of AI and creative writing, showing how tailored technology can support artistic processes. By understanding the stages of lyric writing, CoLyricist addresses specific challenges faced by both novice and experienced lyricists, making it a significant contribution to the field of Human-Computer Interaction and creative tools.
Key Takeaways
- CoLyricist supports four key stages of lyric writing: Theme Setting, Ideation, Drafting Lyrics, and Melody Fitting.
- The tool enhances creative efficiency for both novice and experienced lyricists.
- User studies indicate that novice users particularly benefit from the Melody-Fitting feature.
- Experienced lyricists value the Ideation support provided by CoLyricist.
- The research emphasizes the importance of aligning AI tools with specific workflows in creative fields.
Computer Science > Human-Computer Interaction arXiv:2602.22606 (cs) [Submitted on 26 Feb 2026] Title:CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support Authors:Masahiro Yoshida, Bingxuan Li, Songyan Zhao, Qinyi Zhou, Shiwei Hu, Xiang Anthony Chen, Nanyun Peng View a PDF of the paper titled CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support, by Masahiro Yoshida and 6 other authors View PDF HTML (experimental) Abstract:We propose CoLyricist, an AI-assisted lyric writing tool designed to support the typical workflows of experienced lyricists and enhance their creative efficiency. While lyricists have unique processes, many follow common stages. Tools that fail to accommodate these stages challenge integration into creative practices. Existing research and tools lack sufficient understanding of these songwriting stages and their associated challenges, resulting in ineffective designs. Through a formative study involving semi-structured interviews with 10 experienced lyricists, we identified four key stages: Theme Setting, Ideation, Drafting Lyrics, and Melody Fitting. CoLyricist addresses these needs by incorporating tailored AI-driven support for each stage, optimizing the lyric writing process to be more seamless and efficient. To examine whether this workflow-aligned design also benefits those without prior experience, we conducted a user study with 16 participants, including both experienced and novice lyricists. Results ...