juniorjukeko/audio-class-minds14

README.md

@@ -1,6 +1,6 @@
 ---
 license: apache-2.0
-base_model: facebook/wav2vec2-base
+base_model: juniorjukeko/audio-class-minds14
 tags:
 - generated_from_trainer
 datasets:
@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.061946902654867256
+      value: 0.08849557522123894
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -30,10 +30,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # audio-class-minds14
 
-This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the minds14 dataset.
+This model is a fine-tuned version of [juniorjukeko/audio-class-minds14](https://huggingface.co/juniorjukeko/audio-class-minds14) on the minds14 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.6413
-- Accuracy: 0.0619
+- Loss: 2.6380
+- Accuracy: 0.0885
 
 ## Model description
 
@@ -52,7 +52,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
+- learning_rate: 0.0005
 - train_batch_size: 32
 - eval_batch_size: 32
 - seed: 143
@@ -67,14 +67,14 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 0.8   | 3    | 2.6388          | 0.0531   |
-| No log        | 1.87  | 7    | 2.6363          | 0.0442   |
-| 2.6298        | 2.93  | 11   | 2.6413          | 0.0619   |
-| 2.6298        | 4.0   | 15   | 2.6417          | 0.0531   |
-| 2.6298        | 4.8   | 18   | 2.6425          | 0.0354   |
-| 2.6296        | 5.87  | 22   | 2.6412          | 0.0354   |
-| 2.6296        | 6.93  | 26   | 2.6427          | 0.0531   |
-| 2.6175        | 8.0   | 30   | 2.6425          | 0.0442   |
+| No log        | 0.8   | 3    | 2.6452          | 0.0796   |
+| No log        | 1.87  | 7    | 2.6469          | 0.0796   |
+| 2.643         | 2.93  | 11   | 2.6449          | 0.0708   |
+| 2.643         | 4.0   | 15   | 2.6426          | 0.0708   |
+| 2.643         | 4.8   | 18   | 2.6429          | 0.0708   |
+| 2.649         | 5.87  | 22   | 2.6413          | 0.0885   |
+| 2.649         | 6.93  | 26   | 2.6388          | 0.0885   |
+| 2.6382        | 8.0   | 30   | 2.6380          | 0.0885   |
 
 
 ### Framework versions

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:89682878e0bab391f24d3641d4bc86356509a245e4aac6ba6ec3098cf35a13b3
+oid sha256:d5a898e078d56a31654d5a8fd458963d50a917bce58650fb4615486848bc5ec6
 size 378362729