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# Sources

## Music2Emo

- Paper: https://arxiv.org/abs/2502.03979
- Source: https://github.com/AMAAI-Lab/Music2Emotion
- Source license: MIT
- Model repository: https://huggingface.co/amaai-lab/music2emo
- Pinned model-repository revision:
  `b036e59471583c3d5b30c69e63e8c7323cc36c4a`
- Model-repository metadata license: Apache-2.0
- Checkpoint: `saved_models/J_all.ckpt`

## MERT

- Paper: https://arxiv.org/abs/2306.00107
- Backbone: https://huggingface.co/m-a-p/MERT-v1-95M
- Pinned backbone revision:
  `12af15fef9d0ac838c3f475bfbbf26d2060dd4f5`
- Model license: CC BY-NC 4.0

The inference path follows the official Music2Emo implementation. It combines
MERT hidden states with chord and key features, then applies the released
multitask checkpoint to produce 56 mood probabilities and valence-arousal
scores. The Space downloads source modules and weights from the pinned
Music2Emo revision at runtime instead of committing a copy of the upstream
repository.

See `THIRD_PARTY_NOTICES.md` for copyright and license notices.