README.md

# SE-Probe model artefacts

Companion model checkpoints for [SE-Probe](https://github.com/YairAmar/SE-Probe), the public code release for *"Where Does Speech Enhancement Adapt? Probing Study Under Controlled Degradation"* (Amar, Ivry, Cohen, 2026).

📄 Paper: [arXiv:2512.00482](https://arxiv.org/abs/2512.00482)

## Files

- `muse_reverb_e48.pt` (2.3 MB): Reverb fine-tuned MUSE checkpoint (epoch 48). PESQ 3.02 / STOI 0.944 on the 824x5 RIR test set; this is the model probed in Section 4.2 of the paper. Trained from the upstream noise-only MUSE g_best, fine-tuned on RIR-Mega convolutive mixtures.

The training pipeline that produced this checkpoint is vendored in the SE-Probe repository under `training/`.

## Citation

```bibtex
@article{amar2026seprobe,
  title         = {Where Does Speech Enhancement Adapt? Probing Study Under Controlled Degradation},
  author        = {Yair Amar and Amir Ivry and Israel Cohen},
  year          = {2026},
  eprint        = {2512.00482},
  archivePrefix = {arXiv},
  primaryClass  = {eess.AS},
  url           = {https://arxiv.org/abs/2512.00482}
}
```

## License

MIT.