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# MAAP LAB π΅ β Music AI & Audio Research
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> β
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<div align="left">
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</div>
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## Mission
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Advance the foundations of **Music AI** through practical research
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## Open Science
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We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and release code, models, and datasets whenever possible. π’
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## Our Activities π―
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- Built a tagging & augmentation pipeline with **CLAP**, **Beam Search**, **Stable Audio**
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- Focus: dataset **augmentation/creation** for future work
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- Targets: short-term **word generation** β long-term **sentence generation** with **LLMs**
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- **Outcome:** 2 **NeurIPS Workshop submissions** (1 accepted, 1 rejected β resubmitted to ICASSP)
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<sub>[AIBA β Accepted β
](#) Β· [Jamendo-QA β Arxiv π](https://arxiv.org/abs/2509.15662)</sub>
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### Project
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- Exploring **Diffusion** & **DiT (e.g., Flux)**
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- **LoRA/Adapters** to avoid full fine-tuning
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- Goal: robust generation for **data-scarce** genres/instruments/domains
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- Roadmap: dataset curation β baseline reproduction β adapter experiments β ablations β release
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# MAAP LAB π΅ β Music AI & Audio Research
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> βMusic AI Assemble People, MAAP!β
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<div align="left">
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</div>
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## Mission
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Advance the foundations of **Music AI** through practical research, then share our results openly with the community. β¨
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## Open Science
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We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and release code, models, and datasets whenever possible. π’
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## Our Activities π―
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<details>
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<summary>Project 1 β Music Tagging (Completed)π·οΈ</summary>
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###
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- Built a tagging & augmentation pipeline with **CLAP**, **Beam Search**, **Stable Audio**
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- Focus: dataset **augmentation/creation** for future work
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- Targets: short-term **word generation** β long-term **sentence generation** with **LLMs**
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- **Outcome:** 2 **NeurIPS Workshop submissions** (1 accepted, 1 rejected β resubmitted to ICASSP)
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<sub>[AIBA β Accepted β
](#) Β· [Jamendo-QA β Arxiv π](https://arxiv.org/abs/2509.15662)</sub>
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</details>
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### Project 2 - Self Supervised Learning (On going)
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### Project 3 - Music Generation with Reinforcement Learning (On going)
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### Project 4 - Pitch Estimation (On going)
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### Project 5 - Extending QA Dataset (On going)
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