Hemg / violence-audio-Recognition-88822

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 4
30-day runs: 5
Model's Last Updated: April 11 2024
audio-classification

Introduction of violence-audio-Recognition-88822

Model Details of violence-audio-Recognition-88822

violence-audio-Recognition-88822

This model is a fine-tuned version of facebook/wav2vec2-base on the audiofolder dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1980
  • Accuracy: 0.9492
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: 3e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 16
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4717 1.0 60 0.2778 0.8859
0.2436 1.99 120 0.2150 0.9336
0.1808 2.99 180 0.1529 0.9585
0.1444 4.0 241 0.2275 0.9098
0.098 5.0 301 0.1924 0.9471
0.0752 5.99 361 0.1087 0.9720
0.0646 6.99 421 0.1321 0.9699
0.0762 8.0 482 0.1387 0.9627
0.0464 9.0 542 0.1980 0.9492
Framework versions
  • Transformers 4.39.3
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of Hemg violence-audio-Recognition-88822 on huggingface.co

11
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0
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More Information About violence-audio-Recognition-88822 huggingface.co Model

More violence-audio-Recognition-88822 license Visit here:

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

violence-audio-Recognition-88822 huggingface.co

violence-audio-Recognition-88822 huggingface.co is an AI model on huggingface.co that provides violence-audio-Recognition-88822's model effect (), which can be used instantly with this Hemg violence-audio-Recognition-88822 model. huggingface.co supports a free trial of the violence-audio-Recognition-88822 model, and also provides paid use of the violence-audio-Recognition-88822. Support call violence-audio-Recognition-88822 model through api, including Node.js, Python, http.

violence-audio-Recognition-88822 huggingface.co Url

https://huggingface.co/Hemg/violence-audio-Recognition-88822

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Hemg violence-audio-Recognition-88822 online free url in huggingface.co:

https://huggingface.co/Hemg/violence-audio-Recognition-88822

violence-audio-Recognition-88822 install

violence-audio-Recognition-88822 is an open source model from GitHub that offers a free installation service, and any user can find violence-audio-Recognition-88822 on GitHub to install. At the same time, huggingface.co provides the effect of violence-audio-Recognition-88822 install, users can directly use violence-audio-Recognition-88822 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Hemg
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