Towards Music Captioning: Generating Music Playlist Descriptions
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Abstract (arXiv)
Descriptions are often provided along with recommendations to help users' discovery. Recommending automatically generated music playlists (e.g. personalised playlists) introduces the problem of generating descriptions. In this paper, we propose a method for generating music playlist descriptions, which is called as music captioning. In the proposed method, audio content analysis and natural language processing are adopted to utilise the information of each track.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 17 Aug 2016.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 3; 2024: 0; 2025: 0; 2026: 1.
7 papers.
- 2023A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPTcited by 221
- 2023MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Responsecited by 45
- 2022Contrastive Audio-Language Learning for Musiccited by 32
- 2021MusCaps: Generating Captions for Music Audiocited by 23
- 2022Music-to-Text Synaesthesia: Generating Descriptive Text from Music Recordingscited by 3
- 2023Music Playlist Title Generation Using Artist Informationcited by 2
- 2026Music Playlist Captioning at Scale with Large Language Modelscited by 1
- 2026Music Playlist Captioning at Scale with Large Language Models21 Jun 2026
- 2023MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response15 Sep 2023
- 2023A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT7 Mar 2023
- 2023Music Playlist Title Generation Using Artist Information14 Jan 2023
- 2022Music-to-Text Synaesthesia: Generating Descriptive Text from Music Recordings2 Oct 2022
- 2022Contrastive Audio-Language Learning for Music25 Aug 2022
- 2021MusCaps: Generating Captions for Music Audio24 Apr 2021