Hemg / violence-audio-Recognition-127

huggingface.co
Total runs: 5
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7-day runs: 0
30-day runs: 1
Model's Last Updated: April 11 2024
audio-classification

Introduction of violence-audio-Recognition-127

Model Details of violence-audio-Recognition-127

violence-audio-Recognition-127

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: 0.1903
  • Accuracy: 0.9426
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: 4
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4728 0.99 38 0.3706 0.8689
0.2799 1.99 76 0.2818 0.8934
0.2014 2.98 114 0.2165 0.9295
0.1548 3.97 152 0.1903 0.9426
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-127 on huggingface.co

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More Information About violence-audio-Recognition-127 huggingface.co Model

More violence-audio-Recognition-127 license Visit here:

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

violence-audio-Recognition-127 huggingface.co

violence-audio-Recognition-127 huggingface.co is an AI model on huggingface.co that provides violence-audio-Recognition-127's model effect (), which can be used instantly with this Hemg violence-audio-Recognition-127 model. huggingface.co supports a free trial of the violence-audio-Recognition-127 model, and also provides paid use of the violence-audio-Recognition-127. Support call violence-audio-Recognition-127 model through api, including Node.js, Python, http.

violence-audio-Recognition-127 huggingface.co Url

https://huggingface.co/Hemg/violence-audio-Recognition-127

Hemg violence-audio-Recognition-127 online free

violence-audio-Recognition-127 huggingface.co is an online trial and call api platform, which integrates violence-audio-Recognition-127's modeling effects, including api services, and provides a free online trial of violence-audio-Recognition-127, you can try violence-audio-Recognition-127 online for free by clicking the link below.

Hemg violence-audio-Recognition-127 online free url in huggingface.co:

https://huggingface.co/Hemg/violence-audio-Recognition-127

violence-audio-Recognition-127 install

violence-audio-Recognition-127 is an open source model from GitHub that offers a free installation service, and any user can find violence-audio-Recognition-127 on GitHub to install. At the same time, huggingface.co provides the effect of violence-audio-Recognition-127 install, users can directly use violence-audio-Recognition-127 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

violence-audio-Recognition-127 install url in huggingface.co:

https://huggingface.co/Hemg/violence-audio-Recognition-127

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Hemg
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