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wav2vec2-base-demo-colab

asakawa / wav2vec2-base-demo-colab

Run on huggingface.co
huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 1
30-day runs: -2
Model's Last Updated: January 12 2022
automatic-speech-recognition

Introduction of wav2vec2-base-demo-colab

Model Details of wav2vec2-base-demo-colab

wav2vec2-base-demo-colab

This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4500
  • Wer: 0.3391
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: 0.0001
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 1000
  • num_epochs: 30
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
3.5329 4.0 500 1.5741 1.0400
0.6432 8.0 1000 0.4571 0.4418
0.2214 12.0 1500 0.4381 0.3823
0.1294 16.0 2000 0.4706 0.3911
0.0868 20.0 2500 0.5252 0.3662
0.0616 24.0 3000 0.4828 0.3458
0.0461 28.0 3500 0.4500 0.3391
Framework versions
  • Transformers 4.11.3
  • Pytorch 1.10.0+cu111
  • Datasets 1.14.0
  • Tokenizers 0.10.3

Runs of asakawa wav2vec2-base-demo-colab on huggingface.co

5
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
-2
30-day runs

More Information About wav2vec2-base-demo-colab huggingface.co Model

More wav2vec2-base-demo-colab license Visit here:

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

wav2vec2-base-demo-colab huggingface.co

wav2vec2-base-demo-colab huggingface.co is an AI model on huggingface.co that provides wav2vec2-base-demo-colab's model effect (), which can be used instantly with this asakawa wav2vec2-base-demo-colab model. huggingface.co supports a free trial of the wav2vec2-base-demo-colab model, and also provides paid use of the wav2vec2-base-demo-colab. Support call wav2vec2-base-demo-colab model through api, including Node.js, Python, http.

wav2vec2-base-demo-colab huggingface.co Url

https://huggingface.co/asakawa/wav2vec2-base-demo-colab

asakawa wav2vec2-base-demo-colab online free

wav2vec2-base-demo-colab huggingface.co is an online trial and call api platform, which integrates wav2vec2-base-demo-colab's modeling effects, including api services, and provides a free online trial of wav2vec2-base-demo-colab, you can try wav2vec2-base-demo-colab online for free by clicking the link below.

asakawa wav2vec2-base-demo-colab online free url in huggingface.co:

https://huggingface.co/asakawa/wav2vec2-base-demo-colab

wav2vec2-base-demo-colab install

wav2vec2-base-demo-colab is an open source model from GitHub that offers a free installation service, and any user can find wav2vec2-base-demo-colab on GitHub to install. At the same time, huggingface.co provides the effect of wav2vec2-base-demo-colab install, users can directly use wav2vec2-base-demo-colab installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

wav2vec2-base-demo-colab install url in huggingface.co:

https://huggingface.co/asakawa/wav2vec2-base-demo-colab

Url of wav2vec2-base-demo-colab

wav2vec2-base-demo-colab huggingface.co Url

Provider of wav2vec2-base-demo-colab huggingface.co

asakawa
ORGANIZATIONS
huggingface.co

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