juancopi81 / whisper-medium-es

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: September 20 2023
automatic-speech-recognition

Introduction of whisper-medium-es

Model Details of whisper-medium-es

Whisper Medium Es - Juan Carlos Piñeros

This model is a fine-tuned version of openai/whisper-medium on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1672
  • Wer: 5.4218

Using the script provided in the Whisper Sprint (Dec. 2022) the models achieves these results on the evaluation sets (WER):

  • google/fleurs: 5.88
  • mozilla-foundation/common_voice_11_0: XXX
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: 32
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 3000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.0792 0.33 1000 0.1904 6.0493
0.0851 0.67 2000 0.1757 5.9558
0.0946 1.0 3000 0.1672 5.4218
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.12.1+cu113
  • Datasets 2.7.1.dev0
  • Tokenizers 0.13.2

Runs of juancopi81 whisper-medium-es on huggingface.co

6
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
-1
30-day runs

More Information About whisper-medium-es huggingface.co Model

More whisper-medium-es license Visit here:

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

whisper-medium-es huggingface.co

whisper-medium-es huggingface.co is an AI model on huggingface.co that provides whisper-medium-es's model effect (), which can be used instantly with this juancopi81 whisper-medium-es model. huggingface.co supports a free trial of the whisper-medium-es model, and also provides paid use of the whisper-medium-es. Support call whisper-medium-es model through api, including Node.js, Python, http.

whisper-medium-es huggingface.co Url

https://huggingface.co/juancopi81/whisper-medium-es

juancopi81 whisper-medium-es online free

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

juancopi81 whisper-medium-es online free url in huggingface.co:

https://huggingface.co/juancopi81/whisper-medium-es

whisper-medium-es install

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

whisper-medium-es install url in huggingface.co:

https://huggingface.co/juancopi81/whisper-medium-es

Url of whisper-medium-es

whisper-medium-es huggingface.co Url

Provider of whisper-medium-es huggingface.co

juancopi81
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Total runs: 19
Run Growth: 8
Growth Rate: 44.44%
Updated:March 22 2023