Adipta / audio_classification_dipta

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Model's Last Updated: August 29 2024

Introduction of audio_classification_dipta

Model Details of audio_classification_dipta

audio_classification_dipta

This model is a fine-tuned version of facebook/wav2vec2-base on the minds14 dataset. It achieves the following results on the evaluation set:

  • Loss: 2.6322
  • Accuracy: 0.0973
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: 32
  • eval_batch_size: 32
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 0.8 3 2.6418 0.0708
No log 1.8667 7 2.6372 0.0531
2.6389 2.9333 11 2.6353 0.0265
2.6389 4.0 15 2.6349 0.0885
2.6389 4.8 18 2.6378 0.0796
2.6276 5.8667 22 2.6347 0.0531
2.6276 6.9333 26 2.6338 0.0708
2.6189 8.0 30 2.6322 0.0973
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1

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audio_classification_dipta huggingface.co

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

audio_classification_dipta huggingface.co Url

https://huggingface.co/Adipta/audio_classification_dipta

Adipta audio_classification_dipta online free

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

Adipta audio_classification_dipta online free url in huggingface.co:

https://huggingface.co/Adipta/audio_classification_dipta

audio_classification_dipta install

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

audio_classification_dipta install url in huggingface.co:

https://huggingface.co/Adipta/audio_classification_dipta

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audio_classification_dipta huggingface.co Url

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Updated:October 21 2022