readme: ---
  license: apache-2.0
  tags:
  - generated_from_trainer
  metrics:
  - accuracy
  model-index:
  - name: wav2vec2-xls-r-300m-arabic_speech_commands_10s_one_speaker_5_classes_TTS
    results: []
  ---
  
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
  should probably proofread and complete it, then remove this comment. -->
  
  # wav2vec2-xls-r-300m-arabic_speech_commands_10s_one_speaker_5_classes_TTS
  
  This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the None dataset.
  It achieves the following results on the evaluation set:
  - Loss: 0.0035
  - Accuracy: 1.0
  
  ## Model description
  
  More information needed
  
  ## Intended uses & limitations
  
  More information needed
  
  ## Training and evaluation data
  
  More information needed
  
  ## Training procedure
  
  ### Training hyperparameters
  
  The following hyperparameters were used during training:
  - learning_rate: 0.0003
  - train_batch_size: 4
  - eval_batch_size: 4
  - seed: 42
  - gradient_accumulation_steps: 4
  - total_train_batch_size: 16
  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  - lr_scheduler_type: linear
  - lr_scheduler_warmup_ratio: 0.1
  - num_epochs: 80
  
  ### Training results
  
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
  | 1.6044        | 0.99  | 34   | 1.6081          | 0.2      |
  | 1.4831        | 1.99  | 68   | 1.1160          | 0.5667   |
  | 0.6296        | 2.99  | 102  | 0.5423          | 0.7767   |
  | 0.1944        | 3.99  | 136  | 0.1192          | 0.9633   |
  | 0.1273        | 4.99  | 170  | 0.9873          | 0.7533   |
  | 0.0207        | 5.99  | 204  | 0.2619          | 0.9467   |
  | 0.0603        | 6.99  | 238  | 0.0470          | 0.9867   |
  | 0.1368        | 7.99  | 272  | 0.3046          | 0.9367   |
  | 0.0323        | 8.99  | 306  | 0.2696          | 0.9367   |
  | 0.0562        | 9.99  | 340  | 0.0420          | 0.9867   |
  | 0.0739        | 10.99 | 374  | 0.0035          | 1.0      |
  | 0.0169        | 11.99 | 408  | 1.1230          | 0.8367   |
  | 0.2708        | 12.99 | 442  | 1.8698          | 0.7167   |
  | 0.1253        | 13.99 | 476  | 0.2689          | 0.93     |
  | 0.0856        | 14.99 | 510  | 0.4139          | 0.92     |
  | 0.0512        | 15.99 | 544  | 0.2122          | 0.9567   |
  | 0.057         | 16.99 | 578  | 0.2451          | 0.94     |
  | 0.1541        | 17.99 | 612  | 0.3384          | 0.93     |
  | 0.0032        | 18.99 | 646  | 0.0901          | 0.9767   |
  | 0.0017        | 19.99 | 680  | 0.2857          | 0.9267   |
  | 0.049         | 20.99 | 714  | 0.3468          | 0.93     |
  | 0.0316        | 21.99 | 748  | 0.0818          | 0.9733   |
  | 0.0112        | 22.99 | 782  | 0.2826          | 0.9433   |
  | 0.0012        | 23.99 | 816  | 0.0419          | 0.9933   |
  | 0.011         | 24.99 | 850  | 0.2193          | 0.95     |
  | 0.0033        | 25.99 | 884  | 0.2857          | 0.9467   |
  | 0.0345        | 26.99 | 918  | 0.3890          | 0.9367   |
  | 0.0432        | 27.99 | 952  | 0.3312          | 0.93     |
  | 0.0023        | 28.99 | 986  | 0.5031          | 0.9133   |
  | 0.0005        | 29.99 | 1020 | 0.4338          | 0.92     |
  | 0.0404        | 30.99 | 1054 | 0.2566          | 0.9533   |
  | 0.038         | 31.99 | 1088 | 0.3244          | 0.95     |
  | 0.0009        | 32.99 | 1122 | 0.0655          | 0.9833   |
  | 0.0012        | 33.99 | 1156 | 0.0503          | 0.9867   |
  | 0.0004        | 34.99 | 1190 | 0.8135          | 0.8933   |
  | 0.0006        | 35.99 | 1224 | 0.3515          | 0.9333   |
  | 0.0005        | 36.99 | 1258 | 0.2831          | 0.96     |
  | 0.0004        | 37.99 | 1292 | 0.3297          | 0.95     |
  | 0.0005        | 38.99 | 1326 | 0.2892          | 0.9533   |
  | 0.0059        | 39.99 | 1360 | 0.2430          | 0.96     |
  | 0.0506        | 40.99 | 1394 | 0.3800          | 0.94     |
  | 0.0004        | 41.99 | 1428 | 0.3654          | 0.9467   |
  | 0.043         | 42.99 | 1462 | 0.2559          | 0.9567   |
  | 0.0456        | 43.99 | 1496 | 0.1877          | 0.9633   |
  | 0.0004        | 44.99 | 1530 | 0.1706          | 0.9667   |
  | 0.0461        | 45.99 | 1564 | 0.0958          | 0.9867   |
  | 0.0021        | 46.99 | 1598 | 0.1074          | 0.9833   |
  | 0.0006        | 47.99 | 1632 | 0.1116          | 0.9833   |
  | 0.0002        | 48.99 | 1666 | 0.1106          | 0.9867   |
  | 0.0002        | 49.99 | 1700 | 0.1113          | 0.9867   |
  | 0.0005        | 50.99 | 1734 | 0.1115          | 0.9867   |
  | 0.0002        | 51.99 | 1768 | 0.1122          | 0.9867   |
  | 0.001         | 52.99 | 1802 | 0.1389          | 0.98     |
  | 0.0002        | 53.99 | 1836 | 0.1306          | 0.9833   |
  | 0.0002        | 54.99 | 1870 | 0.1069          | 0.9833   |
  | 0.0002        | 55.99 | 1904 | 0.1053          | 0.9833   |
  | 0.0004        | 56.99 | 1938 | 0.1872          | 0.9767   |
  | 0.0002        | 57.99 | 1972 | 0.2230          | 0.9633   |
  | 0.0075        | 58.99 