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Datasets:
declare-lab
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JAME

Languages:
English
ArXiv:
Tags:
music
art
song-generation
lyrics-to-song
flow-matching
direct-preference-optimization
License:
Dataset card Data Studio Files Community
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  1. README.md +141 -0
  2. metadata.jsonl +0 -0
  3. spotify_urls.txt +250 -0
  4. struct/A Little Sound - Afterlife.json +44 -0
  5. struct/AILSHA - Good Looking Girl Awful Music.json +84 -0
  6. struct/AMANZI - Go Where You're Wanted.json +64 -0
  7. struct/Aaron Taylor - Summer in June.json +49 -0
  8. struct/Aerial Salad - King Of The Grass.json +69 -0
  9. struct/Aidan Bissett - dance around it.json +64 -0
  10. struct/Aitch, Pozer - TILL L4TE (feat. Pozer).json +49 -0
  11. struct/Akeira Jade - Or Whatever You Call It.json +49 -0
  12. struct/Alessi Rose - Same Mouth.json +49 -0
  13. struct/Alessi Rose - That Could Be Me.json +59 -0
  14. struct/Alex G - Afterlife.json +59 -0
  15. struct/Alex Warren, Jelly Roll - Bloodline (with Jelly Roll).json +69 -0
  16. struct/Alex Warren, ROSÉ - On My Mind.json +74 -0
  17. struct/Alfa Mist - 9 Months.json +59 -0
  18. struct/Alison Goldfrapp - Sound & Light.json +64 -0
  19. struct/All Time Low - The Weather.json +54 -0
  20. struct/Amble - Marlay Park.json +89 -0
  21. struct/Amy Macdonald - I'm Done (Games That You Play).json +54 -0
  22. struct/Ashaine White - Whole Lotta Me.json +79 -0
  23. struct/Axwell, CARMA - Until The Lights Go Out.json +84 -0
  24. struct/Aziya - he's mine.json +59 -0
  25. struct/BANKS - Candy.json +49 -0
  26. struct/BC Camplight - Bubbles In The Gasoline.json +64 -0
  27. struct/BEX - politix.json +59 -0
  28. struct/BIG SPECIAL - GOD SAVE THE PONY..json +59 -0
  29. struct/BNXN - Jies.json +59 -0
  30. struct/BSEARL - SIESTA.json +64 -0
  31. struct/BSEARL - SOLD MY SOUL.json +64 -0
  32. struct/BXKS - Zagga Dat.json +49 -0
  33. struct/Basht. - Sacred Heart.json +54 -0
  34. struct/Been Stellar - Breakaway.json +79 -0
  35. struct/Benson Boone - Mr Electric Blue.json +74 -0
  36. struct/Billy Nomates - Override.json +59 -0
  37. struct/Black Honey - Insulin.json +54 -0
  38. struct/Blood Orange, Tariq Al-Sabir, Caroline Polachek, Daniel Caesar, The Durutti Column - The Field (feat. The Durutti Column, Tariq Al-Sabir, Caroline Polachek & Daniel Caesar).json +59 -0
  39. struct/Bloody Civilian - Ladida.json +44 -0
  40. struct/Bradley Marshall - Skin And Bones.json +64 -0
  41. struct/Bury Tomorrow - Silence Isn't Helping Us.json +89 -0
  42. struct/CARSTEN2X, Joe Butler - ⋆CALIFORNIA⋆.json +59 -0
  43. struct/CHANEY - Prayer.json +79 -0
  44. struct/CHINCHILLA - Avoidance.json +54 -0
  45. struct/CID - Can You Really Feel Me.json +49 -0
  46. struct/Callinsick - Big Mouth.json +39 -0
  47. struct/Calum Scott - Die For You.json +59 -0
  48. struct/Cate Le Bon - Heaven Is No Feeling.json +64 -0
  49. struct/Charlotte OC - Romeo.json +79 -0
  50. struct/Christian Alexander - I Want To.json +59 -0
README.md ADDED
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+ # JAME Dataset
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+
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+ **JAME** (JAM Evaluation) is a comprehensive music dataset containing 250 high-quality music tracks designed for **standardized evaluation of song generation models**.
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+
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+ This dataset is part of **Project Jamify** developed by [DeCLaRe Lab](https://github.com/declare-lab/jamify/tree/main) and supports research in controllable music generation, transcription analysis, and musical structure prediction.
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+
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+ This dataset supports the research described in:
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+
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+ **JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment**
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+ *Renhang Liu, Chia-Yu Hung, Navonil Majumder, Taylor Gautreaux, Amir Ali Bagherzadeh, Chuan Li, Dorien Herremans, Soujanya Poria*
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+ arXiv:2507.20880 (2025)
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+ 🔗 [Paper](https://arxiv.org/abs/2507.20880) | 🔗 [Code](https://github.com/declare-lab/jamify) | 🔗 [Project](https://declare-lab.github.io/jamify)
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+
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+
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+ ## Dataset Overview
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+
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+ - **Total Tracks**: 250 carefully curated tracks
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+ - **Duration**: Approximately 230 seconds per track
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+ - **Genres**: Hip-Hop/Rap, Rock/Metal, Electronic/Dance, R&B/Soul/Jazz, Country/Folk
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+ - **Release Time**: After 1st May 2025
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+ - **Purpose**: Standardized evaluation benchmark for song generation models
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+
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+ ## Dataset Structure
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+
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+ ```
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+ jame/
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+ ├── README.md # This file
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+ ├── metadata.jsonl # Complete metadata for all tracks
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+ ├── spotify_urls.txt # Plain text list of Spotify URLs
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+ ├── transcriptions/ # JSON transcription files
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+ │ ├── Artist - Title.json
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+ │ └── ...
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+ └── struct/ # JSON structure analysis files
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+ ├── Artist - Title.json
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+ └── ...
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+ ```
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+
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+ ## Audio Access
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+
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+ Audio files are not directly provided in this dataset. Users can legally access the audio through:
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+ - **Spotify**: Using the provided `spotify_url` links
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+ - **YouTube Music**: Using the provided `youtube_url` links
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+ - **Legal Streaming Services**: Search by artist and title information
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+
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+ Please ensure compliance with terms of service and copyright laws when accessing audio content.
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+
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+ ## Metadata Format
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+
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+ Each line in `metadata.jsonl` contains a JSON object with the following fields:
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+
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+ ```json
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+ {
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+ "file_name": "Artist - Title",
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+ "artist": "Artist Name",
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+ "title": "Song Title",
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+ "spotify_url": "https://open.spotify.com/track/...",
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+ "youtube_url": "https://music.youtube.com/watch?v=...",
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+ "duration": 180,
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+ "year": 2025,
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+ "genre": "Hip-Hop/Rap",
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+ "transcription_path": "eval_data/jame/transcriptions/Artist - Title.json",
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+ "struct_path": "eval_data/jame/struct/Artist - Title.json",
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+ "song_id": "spotify_track_id"
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+ }
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+ ```
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+
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+ ### Field Descriptions
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+
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+ - **file_name**: Base filename without extension
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+ - **artist**: Primary artist name
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+ - **title**: Song title
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+ - **spotify_url**: Official Spotify track URL
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+ - **youtube_url**: YouTube Music URL
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+ - **duration**: Track duration in seconds
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+ - **year**: Release year
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+ - **genre**: Music genre category
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+ - **transcription_path**: Path to transcription JSON file
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+ - **struct_path**: Path to structure analysis JSON file
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+ - **song_id**: Spotify track identifier
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+
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+ ## Genre Distribution
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+
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+ The dataset contains tracks from the following genres:
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+ - **Hip-Hop/Rap**: Urban and rap music
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+ - **Rock/Metal**: Rock, alternative, and metal tracks
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+ - **Electronic/Dance**: Electronic, EDM, and dance music
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+ - **R&B/Soul/Jazz**: R&B, soul, and jazz-influenced tracks
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+ - **Country/Folk**: Country, folk, and acoustic music
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+
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+ ## File Formats
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+
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+ - **Metadata**: JSONL (JSON Lines) format with complete track information
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+ - **Transcriptions**: JSON format with detailed transcription data
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+ - **Structure**: JSON format with musical structure annotations
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+ - **URLs**: Plain text file with Spotify URLs for easy access
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+
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+ ## License and Attribution
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+
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+ Please ensure proper attribution when using this dataset. Check individual track licenses through their respective Spotify and YouTube Music pages.
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+
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+ ## Dataset Statistics
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+
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+ - **Total Duration**: ~15.3 hours (250 tracks × ~230 seconds)
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+ - **Completeness**: 100% metadata coverage for all 250 tracks
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+ - **Quality**: High-quality metadata with detailed annotations
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+ - **Coverage**: Complete Spotify and YouTube URL mapping
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+
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+ ## Citation
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+
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+ If you use the JAME dataset in your research, please cite:
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+
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+ ```bibtex
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+ @misc{liu2025jamtinyflowbasedsong,
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+ title={JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment},
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+ author={Renhang Liu and Chia-Yu Hung and Navonil Majumder and Taylor Gautreaux and Amir Ali Bagherzadeh and Chuan Li and Dorien Herremans and Soujanya Poria},
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+ year={2025},
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+ eprint={2507.20880},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.SD},
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+ url={https://arxiv.org/abs/2507.20880},
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+ }
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+ ```
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+
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+ ## License and Attribution
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+
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+ This dataset is released under **Project Jamify License** for **non-commercial, academic, and entertainment purposes only**.
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+
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+ ### Key Restrictions:
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+ - **No copyrighted material** was used in a way that would intentionally infringe on intellectual property rights
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+ - **Commercial use strictly prohibited**
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+ - **Attribution required**: Must cite the JAM paper and maintain license notices
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+ - Users must ensure compliance with applicable legal and ethical standards
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+
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+ For complete license terms, see the [Project Jamify repository](https://github.com/declare-lab/jamify).
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+
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+ ## Contact
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+
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+ For questions about this dataset:
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+ - 📧 Open an issue on the [Project Jamify GitHub](https://github.com/declare-lab/jamify)
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+ - 🔗 Visit the [DeCLaRe Lab website](https://declare-lab.github.io/jamify)
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+ - 📄 Refer to the [JAM paper](https://arxiv.org/abs/2507.20880) for technical details
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spotify_urls.txt ADDED
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+ https://open.spotify.com/track/7jEynwea4AAEDzujzp4Zsj
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+ https://open.spotify.com/track/2G5eWgzjZhDVhGx7VdcxxN
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struct/Aitch, Pozer - TILL L4TE (feat. Pozer).json ADDED
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struct/Akeira Jade - Or Whatever You Call It.json ADDED
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struct/Alessi Rose - Same Mouth.json ADDED
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struct/Alex Warren, ROSÉ - On My Mind.json ADDED
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struct/Alfa Mist - 9 Months.json ADDED
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struct/Ashaine White - Whole Lotta Me.json ADDED
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struct/Calum Scott - Die For You.json ADDED
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struct/Christian Alexander - I Want To.json ADDED
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