Update README.md

README.md

@@ -1,35 +1,35 @@
----
-license: cc-by-nc-4.0
-task_categories:
-- audio-to-audio
-- audio-classification
-tags:
-- rir
-- acoustics
-- benchmark
-- evaluation
----
-
-# RIRMega-Eval
-
-Official benchmark views and evaluation harness artifacts built from:
-- `mandipgoswami/rirmega` :contentReference[oaicite:6]{index=6}
-- `mandipgoswami/rir-mega-speech` :contentReference[oaicite:7]{index=7}
-
-This HF repo stores:
-- metadata parquet
-- fixed splits
-- checksums + manifest
-- (optional) a small core audio subset
-
-## Tasks
-- `v1_param_estimation`: RIR -> RT60, EDT, DRR, C50, C80, Ts
-- `v1_auralization_consistency`: (dry + RIR) -> convolved comparisons
-
-## How to evaluate
-Use the official evaluator:
-- Code: https://github.com/mandip42/rirmega-eval
-- CLI: `python scripts/evaluate.py ...`
-
-## Citation
-See `CITATION.cff` in the code repo. Add Zenodo DOI when minted.
+---
+license: cc-by-nc-4.0
+task_categories:
+- audio-to-audio
+- audio-classification
+tags:
+- rir
+- acoustics
+- benchmark
+- evaluation
+---
+
+# RIRMega-Eval
+
+Official benchmark views and evaluation harness artifacts built from:
+- `mandipgoswami/rirmega` :[https://huggingface.co/datasets/mandipgoswami/rirmega], arxiv: [https://arxiv.org/abs/2510.18917]
+- `mandipgoswami/rir-mega-speech` : [https://huggingface.co/datasets/mandipgoswami/rir-mega-speech], arxiv: [https://arxiv.org/abs/2601.19949]
+
+This HF repo stores:
+- metadata parquet
+- fixed splits
+- checksums + manifest
+- (optional) a small core audio subset
+
+## Tasks
+- `v1_param_estimation`: RIR -> RT60, EDT, DRR, C50, C80, Ts
+- `v1_auralization_consistency`: (dry + RIR) -> convolved comparisons
+
+## How to evaluate
+Use the official evaluator:
+- Code: https://github.com/mandip42/rirmega-eval
+- CLI: `python scripts/evaluate.py ...`
+
+## Citation
+See `CITATION.cff` in the code repo. Add Zenodo DOI when minted.