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# MAAP LAB ๐ต โ Music AI & Audio Research
> โWhy are there so few labs in Korea dedicated to Music AI? We built one.โ
**Focus areas:**
๐ผ Audio Generation ยท ๐ท๏ธ Music Tagging ยท ๐ฃ๏ธ Voice Conversion ยท ๐ง Transformers ยท ๐จ Diffusion
## Mission
Advance the foundations of **Music AI** through practical research in tagging, generation, and dataset-centric methods โ then share our results openly with the community. โจ
## Open Science
We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and release code, models, and datasets whenever possible. ๐ข
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## Latest News ๐๏ธ
- โ
**First project achieved!** Submitted **2 papers** to a **NeurIPS Workshop** based on our Music Tagging pipeline and dataset work.
Links to be added ๐
- ๐งฐ GPU resources via university support: **NVIDIA A100**, **A6000**, **RTX 4090** โ๏ธ
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## Our Activities ๐ฏ
### Project 1 โ Music Tagging (Completed) ๐ท๏ธ
- Built a tagging & augmentation pipeline with **CLAP**, **Beam Search**, **Stable Audio**
- Focus: dataset **augmentation/creation** for future work
- Targets: short-term **word generation** โ long-term **sentence generation** with **LLMs**
- **Outcome:** 2 **NeurIPS Workshop submissions** โ
Links: _to be added_ ๐
### Project 2 โ Efficient Music Generation (In Progress) ๐ถ
- Exploring **Diffusion** & **DiT (e.g., Flux)**
- **LoRA/Adapters** to avoid full fine-tuning
- Goal: robust generation for **data-scarce** genres/instruments/domains
- Roadmap: dataset curation โ baseline reproduction โ adapter experiments โ ablations โ release
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## Publications & Submissions ๐
- NeurIPS Workshop Submission #1 โ (TBD) โ๏ธ
- NeurIPS Workshop Submission #2 โ (TBD) โ๏ธ
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## Get Involved ๐ค
Interested in collaborating on **Music AI**? We welcome discussions on datasets, evaluation, and model design.
**Contact:** _arsol970812@gmail.com_ โ๏ธ
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ยฉ 2025 MAAP LAB โข Built with โค๏ธ for music & AI.