SE-Probe-models / README.md
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README: BibTeX authors as First Last (no commas)
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# 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.