ihanif / whisper_small_ps_augmented

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Total runs: 13
24-hour runs: 0
7-day runs: -2
30-day runs: -8
Model's Last Updated: December 21 2022
automatic-speech-recognition

Introduction of whisper_small_ps_augmented

Model Details of whisper_small_ps_augmented

Whisper Small Pashto - Augmented

This model is a fine-tuned version of openai/whisper-small on the google/fleurs dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6979
  • Wer: 53.6244
  • Cer: 22.6847
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: 1e-05
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 30
  • training_steps: 300
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer Cer
0.9683 1.19 100 0.8812 139.3765 131.6166
0.6848 2.38 200 0.7543 145.9973 151.3369
0.5548 3.57 300 0.6979 53.6244 22.6847
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.1+cu117
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of ihanif whisper_small_ps_augmented on huggingface.co

13
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More Information About whisper_small_ps_augmented huggingface.co Model

More whisper_small_ps_augmented license Visit here:

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whisper_small_ps_augmented huggingface.co

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

whisper_small_ps_augmented huggingface.co Url

https://huggingface.co/ihanif/whisper_small_ps_augmented

ihanif whisper_small_ps_augmented online free

whisper_small_ps_augmented huggingface.co is an online trial and call api platform, which integrates whisper_small_ps_augmented's modeling effects, including api services, and provides a free online trial of whisper_small_ps_augmented, you can try whisper_small_ps_augmented online for free by clicking the link below.

ihanif whisper_small_ps_augmented online free url in huggingface.co:

https://huggingface.co/ihanif/whisper_small_ps_augmented

whisper_small_ps_augmented install

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

whisper_small_ps_augmented install url in huggingface.co:

https://huggingface.co/ihanif/whisper_small_ps_augmented

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