Update README.md

README.md

@@ -8,21 +8,21 @@ metrics:
   - accuracy
   - f1
 model-index:
-  - name: distil-wav2vec2-adult-child-cls-v3
+  - name: distil-wav2vec2-adult-child-cls-52M
     results: []
 ---
 
-# DistilWav2Vec2 Adult/Child Speech Classifier
+# DistilWav2Vec2 Adult/Child Speech Classifier 52M
 
-DistilWav2Vec2 Adult/Child Speech Classifier is an audio classification model based on the [wav2vec 2.0](https://arxiv.org/abs/2006.11477) architecture. This model is a distilled version of [wav2vec2-adult-child-cls-v3](https://huggingface.co/w11wo/wav2vec2-adult-child-cls-v3) on a private adult/child speech classification dataset.
+DistilWav2Vec2 Adult/Child Speech Classifier is an audio classification model based on the [wav2vec 2.0](https://arxiv.org/abs/2006.11477) architecture. This model is a distilled version of [wav2vec2-adult-child-cls](https://huggingface.co/bookbot/wav2vec2-adult-child-cls) on a private adult/child speech classification dataset.
 
-This model was trained using HuggingFace's PyTorch framework. All training was done on a Tesla P100, provided by Kaggle. [Training metrics](https://huggingface.co/w11wo/distil-wav2vec2-adult-child-cls-v3/tensorboard) were logged via Tensorboard.
+This model was trained using HuggingFace's PyTorch framework. All training was done on a Tesla P100, provided by Kaggle. Training metrics were logged via Tensorboard.
 
 ## Model
 
-| Model                                | #params | Arch.       | Training/Validation data (text)           |
-| ------------------------------------ | ------- | ----------- | ----------------------------------------- |
-| `distil-wav2vec2-adult-child-cls-v3` | 52M     | wav2vec 2.0 | Adult/Child Speech Classification Dataset |
+| Model                                 | #params | Arch.       | Training/Validation data (text)           |
+| ------------------------------------- | ------- | ----------- | ----------------------------------------- |
+| `distil-wav2vec2-adult-child-cls-52M` | 52M     | wav2vec 2.0 | Adult/Child Speech Classification Dataset |
 
 ## Evaluation Results