Hemg / violence-audio-Recognition-8

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7-day runs: 0
30-day runs: 4
Model's Last Updated: April 03 2024
audio-classification

Introduction of violence-audio-Recognition-8

Model Details of violence-audio-Recognition-8

violence-audio-Recognition-8

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: 0.2992
  • Accuracy: 0.8933
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
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.01
  • num_epochs: 8
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.6436 1.0 19 0.5131 0.88
0.4122 2.0 38 0.3025 0.92
0.2646 3.0 57 0.3837 0.8533
0.1849 4.0 76 0.2705 0.9067
0.1755 5.0 95 0.1893 0.9467
0.1451 6.0 114 0.2229 0.92
0.1101 7.0 133 0.2182 0.9333
0.0948 8.0 152 0.2992 0.8933
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-8 on huggingface.co

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More Information About violence-audio-Recognition-8 huggingface.co Model

More violence-audio-Recognition-8 license Visit here:

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

violence-audio-Recognition-8 huggingface.co

violence-audio-Recognition-8 huggingface.co is an AI model on huggingface.co that provides violence-audio-Recognition-8's model effect (), which can be used instantly with this Hemg violence-audio-Recognition-8 model. huggingface.co supports a free trial of the violence-audio-Recognition-8 model, and also provides paid use of the violence-audio-Recognition-8. Support call violence-audio-Recognition-8 model through api, including Node.js, Python, http.

violence-audio-Recognition-8 huggingface.co Url

https://huggingface.co/Hemg/violence-audio-Recognition-8

Hemg violence-audio-Recognition-8 online free

violence-audio-Recognition-8 huggingface.co is an online trial and call api platform, which integrates violence-audio-Recognition-8's modeling effects, including api services, and provides a free online trial of violence-audio-Recognition-8, you can try violence-audio-Recognition-8 online for free by clicking the link below.

Hemg violence-audio-Recognition-8 online free url in huggingface.co:

https://huggingface.co/Hemg/violence-audio-Recognition-8

violence-audio-Recognition-8 install

violence-audio-Recognition-8 is an open source model from GitHub that offers a free installation service, and any user can find violence-audio-Recognition-8 on GitHub to install. At the same time, huggingface.co provides the effect of violence-audio-Recognition-8 install, users can directly use violence-audio-Recognition-8 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

violence-audio-Recognition-8 install url in huggingface.co:

https://huggingface.co/Hemg/violence-audio-Recognition-8

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Hemg
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