README: PDF link only (drop arXiv); fix backtick corruption

README.md

@@ -6,9 +6,9 @@ Companion model checkpoints for [SE-Probe](https://github.com/YairAmar/SE-Probe)
 
 ## Files
 
--  (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.
+- `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  (originally <https://github.com/YairAmar/muse-dereverb-ft>).
+The training pipeline that produced this checkpoint is vendored in the SE-Probe repository under `training/` (originally <https://github.com/YairAmar/muse-dereverb-ft>).
 
 ## Citation