End of training

README.md

@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 0.98989898989899
+      value: 0.15007215007215008
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on the audiofolder dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.5154
-- Wer: 0.9899
+- Loss: 0.3282
+- Wer: 0.1501
 
 ## Model description
 
@@ -61,16 +61,22 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 100
+- num_epochs: 300
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Wer    |
-|:-------------:|:-----:|:----:|:---------------:|:------:|
-| 4.3029        | 30.77 | 200  | 3.5530          | 1.0    |
-| 3.3121        | 61.54 | 400  | 3.0604          | 1.0    |
-| 2.7461        | 92.31 | 600  | 2.5154          | 0.9899 |
+| Training Loss | Epoch  | Step | Validation Loss | Wer    |
+|:-------------:|:------:|:----:|:---------------:|:------:|
+| 2.3444        | 30.77  | 200  | 2.1940          | 0.9841 |
+| 1.972         | 61.54  | 400  | 1.4582          | 0.8167 |
+| 1.3875        | 92.31  | 600  | 0.8476          | 0.5902 |
+| 0.9092        | 123.08 | 800  | 0.5445          | 0.3636 |
+| 0.6382        | 153.85 | 1000 | 0.4129          | 0.2641 |
+| 0.5789        | 184.62 | 1200 | 0.3497          | 0.1876 |
+| 0.4632        | 215.38 | 1400 | 0.3478          | 0.1616 |
+| 0.4474        | 246.15 | 1600 | 0.3394          | 0.1486 |
+| 0.429         | 276.92 | 1800 | 0.3282          | 0.1501 |
 
 
 ### Framework versions

runs/Mar31_08-54-59_ae4be65433ef/events.out.tfevents.1711875323.ae4be65433ef.291.2

@@ -1,3 +1,3 @@
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-size 10829
+oid sha256:43a76192d7ee93c6811d0c4443c2ea4c23e5fec521a65e7b3403c9d405f40ae9
+size 11183