Automated Conversion of Music Videos into Lyric Videos
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Abstract (arXiv)
Musicians and fans often produce lyric videos, a form of music videos that showcase the song's lyrics, for their favorite songs. However, making such videos can be challenging and time-consuming as the lyrics need to be added in synchrony and visual harmony with the video. Informed by prior work and close examination of existing lyric videos, we propose a set of design guidelines to help creators make such videos. Our guidelines ensure the readability of the lyric text while maintaining a unified focus of attention. We instantiate these guidelines in a fully automated pipeline that converts an input music video into a lyric video. We demonstrate the robustness of our pipeline by generating lyric videos from a diverse range of input sources. A user study shows that lyric videos generated by our pipeline are effective in maintaining text readability and unifying the focus of attention.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 7 of its 52 references that are in the map. First posted on arXiv 28 Aug 2023.
Builds on
7 of 52 references.
References · 7
- 2022XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Modelcited by 436
- 2021TOOD: Task-aligned One-stage Object Detectioncited by 218
- 2020A Local-to-Global Approach to Multi-modal Movie Scene Segmentationcited by 60
- 2022Robust Visual Tracking by Segmentationcited by 38
- 2018Unifying Identification and Context Learning for Person Recognitioncited by 10
- 2022A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key!cited by 9
- 2014Speaker-following Video Subtitlescited by 2
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Citing papers per year: 2024: 2; 2025: 1; 2026: 1.
4 papers.
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- 2024ScriptViz: A Visualization Tool to Aid Scriptwriting based on a Large Movie Databasecited by 6
- 2026ComVi: Context-Aware Optimized Comment Display in Video Playbackcited by 0
- 2026ComVi: Context-Aware Optimized Comment Display in Video Playback27 Mar 2026
- 2025Generative AI for Film Creation: A Survey of Recent Advances11 Apr 2025
- 2024ScriptViz: A Visualization Tool to Aid Scriptwriting based on a Large Movie Database4 Oct 2024
- 2024ExpressEdit: Video Editing with Natural Language and Sketching26 Mar 2024