cogniveon / eeem069_heart_murmur_classification

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: -176
30-day runs: -171
Model's Last Updated: Abril 09 2024
audio-classification

Introduction of eeem069_heart_murmur_classification

Model Details of eeem069_heart_murmur_classification

eeem069_heart_murmur_classification

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

  • Loss: 0.5614
  • Accuracy: 0.8221
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: 64
  • eval_batch_size: 64
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 256
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.0582 0.92 9 0.8806 0.8045
0.804 1.95 19 0.6482 0.8045
0.6425 2.97 29 0.6061 0.8045
0.6025 4.0 39 0.5924 0.8045
0.5865 4.92 48 0.5879 0.8045
0.6228 5.95 58 0.5834 0.8045
0.5676 6.97 68 0.5840 0.8045
0.5856 8.0 78 0.5890 0.8045
0.5946 8.92 87 0.5785 0.8045
0.586 9.95 97 0.5726 0.8045
0.5846 10.97 107 0.5723 0.8045
0.5545 12.0 117 0.5707 0.8237
0.5569 12.92 126 0.5846 0.8141
0.5997 13.95 136 0.5649 0.8173
0.5404 14.97 146 0.5625 0.8221
0.5438 16.0 156 0.5641 0.8189
0.5294 16.92 165 0.5633 0.8221
0.5196 17.95 175 0.5613 0.8205
0.5369 18.46 180 0.5614 0.8221
Framework versions
  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2

Runs of cogniveon eeem069_heart_murmur_classification on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
-176
7-day runs
-171
30-day runs

More Information About eeem069_heart_murmur_classification huggingface.co Model

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eeem069_heart_murmur_classification huggingface.co is an AI model on huggingface.co that provides eeem069_heart_murmur_classification's model effect (), which can be used instantly with this cogniveon eeem069_heart_murmur_classification model. huggingface.co supports a free trial of the eeem069_heart_murmur_classification model, and also provides paid use of the eeem069_heart_murmur_classification. Support call eeem069_heart_murmur_classification model through api, including Node.js, Python, http.

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eeem069_heart_murmur_classification install

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Updated: Agosto 13 2024