Ahmed107 / whisper-small-ar-eos-v4

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 2
30-day runs: 3
Model's Last Updated: December 24 2024
audio-classification

Introduction of whisper-small-ar-eos-v4

Model Details of whisper-small-ar-eos-v4

whisper-small-ar-ft-kws-speech-commands

This model is a fine-tuned version of arbml/whisper-small-ar on the Speech Commands dataset. It achieves the following results on the evaluation set:

  • Loss: 3.3471
  • Accuracy: 0.5748
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: 5e-06
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 20
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.682 1.0 166 0.6867 0.6395
0.6463 2.0 332 0.6377 0.6531
0.5829 3.0 498 0.6250 0.6633
0.6197 4.0 664 0.6798 0.6429
0.3921 5.0 830 0.9584 0.5918
0.3009 6.0 996 0.9658 0.6395
0.123 7.0 1162 1.3115 0.6293
0.1418 8.0 1328 1.8621 0.6190
0.1181 9.0 1494 2.2151 0.6020
0.0014 10.0 1660 2.3968 0.6156
0.0007 11.0 1826 2.7913 0.5646
0.0004 12.0 1992 2.9198 0.6020
0.0003 13.0 2158 2.9664 0.5850
0.0002 14.0 2324 3.1507 0.5850
0.0002 15.0 2490 3.1987 0.5884
0.0001 16.0 2656 3.2650 0.5782
0.0001 17.0 2822 3.3091 0.5714
0.0002 18.0 2988 3.3048 0.5782
0.0023 19.0 3154 3.2925 0.5918
0.0001 20.0 3320 3.3471 0.5748
Framework versions
  • Transformers 4.48.0.dev0
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0

Runs of Ahmed107 whisper-small-ar-eos-v4 on huggingface.co

10
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More Information About whisper-small-ar-eos-v4 huggingface.co Model

More whisper-small-ar-eos-v4 license Visit here:

https://choosealicense.com/licenses/apache-2.0

whisper-small-ar-eos-v4 huggingface.co

whisper-small-ar-eos-v4 huggingface.co is an AI model on huggingface.co that provides whisper-small-ar-eos-v4's model effect (), which can be used instantly with this Ahmed107 whisper-small-ar-eos-v4 model. huggingface.co supports a free trial of the whisper-small-ar-eos-v4 model, and also provides paid use of the whisper-small-ar-eos-v4. Support call whisper-small-ar-eos-v4 model through api, including Node.js, Python, http.

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whisper-small-ar-eos-v4 install

whisper-small-ar-eos-v4 is an open source model from GitHub that offers a free installation service, and any user can find whisper-small-ar-eos-v4 on GitHub to install. At the same time, huggingface.co provides the effect of whisper-small-ar-eos-v4 install, users can directly use whisper-small-ar-eos-v4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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