Update README.md

README.md

@@ -9,7 +9,7 @@ tags:
 datasets:
 - Cnam-LMSSC/vibravox
 model-index:
-- name: EBEN(M=?,P=?,Q=?)
+- name: EBEN(M=4,P=4,Q=4)
   results:
   - task:
       type: speech-enhancement
@@ -20,10 +20,10 @@ model-index:
       args: fr
     metrics:
     - type: stoi
-      value: ???
+      value: 0.7819
       name: Test STOI, in-domain training
     - type: n-mos
-      value: ???
+      value: 3.66
       name: Test Noresqa-MOS, in-domain training
 ---
 
@@ -31,13 +31,12 @@ model-index:
   <img src="https://cdn-uploads.huggingface.co/production/uploads/65302a613ecbe51d6a6ddcec/zhB1fh-c0pjlj-Tr4Vpmr.png" style="object-fit:contain; width:280px; height:280px;" >
 </p>
 
-# Model Card 
-
+# Model Card  
 - **Developed by:** [Cnam-LMSSC](https://huggingface.co/Cnam-LMSSC)
-- **Model:** [EBEN(M=?,P=?,Q=?)](https://github.com/jhauret/vibravox/blob/main/vibravox/torch_modules/dnn/eben_generator.py) (see [publication in IEEE TASLP](https://ieeexplore.ieee.org/document/10244161) - [arXiv link](https://arxiv.org/abs/2303.10008))
+- **Model:** [EBEN(M=4,P=4,Q=4)](https://github.com/jhauret/vibravox/blob/main/vibravox/torch_modules/dnn/eben_generator.py) (see [publication in IEEE TASLP](https://ieeexplore.ieee.org/document/10244161) - [arXiv link](https://arxiv.org/abs/2303.10008))
 - **Language:** French
 - **License:** MIT
-- **Training dataset:** `speech_clean` subset of [Cnam-LMSSC/vibravox](https://huggingface.co/datasets/Cnam-LMSSC/vibravox)
+- **Training dataset:** `speech_clean` subset of [Cnam-LMSSC/vibravox](https://huggingface.co/datasets/Cnam-LMSSC/vibravox) (see [VibraVox paper on arXiV](https://arxiv.org/abs/2407.11828))
 - **Samplerate for usage:** 16kHz
 
 ## Overview