Update README.md

README.md

@@ -18,7 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/yassmenyoussef55-arete-global/huggingface/runs/gt6e5ppa)
 # mixed_model_finetuned_cremad
 
-This model is a fine-tuned version of wav2vec2 on audio stream part and resnet 3d on video stream part ,[](https://huggingface.co/) on CREMA-D dataset for emotion recognition task.
+This model is a fine-tuned version of wav2vec2 on audio stream part and pretrained resnet3d_101 on video stream part ,[](https://huggingface.co/) 
+It was trained from scratch on [CremaD dataset](https://github.com/CheyneyComputerScience/CREMA-D). 
+This dataset provides 7442 samples of recordings from actors performing on 6 different emotions in English, which are:
+
+```python
+emotions = ['angry', 'disgust', 'fearful', 'happy', 'neutral', 'sad']
+``` 
 It achieves the following results on the evaluation set:
 - Loss: 0.3098
 - Accuracy: 0.8972