End of training

README.md

@@ -1,5 +1,4 @@
 ---
-license: apache-2.0
 base_model: anton-l/wav2vec2-base-ft-common-language
 tags:
 - generated_from_trainer
@@ -15,10 +14,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # AudioClassification
 
-This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
+This model is a fine-tuned version of [anton-l/wav2vec2-base-ft-common-language](https://huggingface.co/anton-l/wav2vec2-base-ft-common-language) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 5.3456
-- Accuracy: 34.4
+- Loss: 3.0767
+- Accuracy: 0.0
 
 ## Model description
 
@@ -46,17 +45,22 @@ 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_ratio: 0.1
-- num_epochs: 5
+- num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 5.923         | 0.94  | 12   | 5.9648          | 23.3      |
-| 5.6846        | 1.96  | 25   | 5.6787          | 28.5      |
-| 5.4614        | 2.98  | 38   | 5.4862          | 31.3      |
-| 5.1691        | 4.0   | 51   | 5.3746          | 31.2      |
-| 5.1066        | 4.71  | 60   | 5.3456          | 34.4      |
+| 7.0694        | 0.98  | 11   | 5.7140          | 0.025    |
+| 5.8103        | 1.96  | 22   | 4.8381          | 1.0      |
+| 4.9083        | 2.93  | 33   | 4.4209          | 0.0      |
+| 4.456         | 4.0   | 45   | 4.0315          | 0.0      |
+| 4.0465        | 4.98  | 56   | 3.7524          | 0.0      |
+| 3.7138        | 5.96  | 67   | 3.4898          | 0.0      |
+| 3.3843        | 6.93  | 78   | 3.3060          | 0.0      |
+| 3.1346        | 8.0   | 90   | 3.1847          | 0.0      |
+| 2.911         | 8.98  | 101  | 3.1006          | 0.0      |
+| 2.8747        | 9.78  | 110  | 3.0767          | 0.0      |
 
 
 ### Framework versions

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "facebook/wav2vec2-base",
+  "_name_or_path": "anton-l/wav2vec2-base-ft-common-language",
   "activation_dropout": 0.0,
   "adapter_attn_dim": null,
   "adapter_kernel_size": 3,
@@ -52,6 +52,7 @@
   "feat_proj_dropout": 0.1,
   "feat_quantizer_dropout": 0.0,
   "final_dropout": 0.0,
+  "finetuning_task": "audio-classification",
   "freeze_feat_extract_train": true,
   "hidden_act": "gelu",
   "hidden_dropout": 0.1,
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   "layer_norm_eps": 1e-05,
-  "layerdrop": 0.0,
+  "layerdrop": 0.05,
   "mask_channel_length": 10,
   "mask_channel_min_space": 1,
   "mask_channel_other": 0.0,

pytorch_model.bin

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training_args.bin

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