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ameerazam08/wav2vec2-xlsr-ravdess-speech-emotion-recognition-new

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face
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Model Card

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wav2vec2-xlsr-ravdess-speech-emotion-recognition-new

This model is a fine-tuned version of lighteternal/wav2vec2-large-xlsr-53-greek on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.8209
  • —Accuracy: 0.625

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: 0.0001
  • —trainbatchsize: 4
  • —evalbatchsize: 4
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 8
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracy
1.14840.42101.16820.4375
1.11950.83201.06960.5417
0.94141.25301.01960.5
0.81091.67400.72160.6875
0.7242.08500.76670.6875
0.60812.5600.79120.6458
0.60732.92700.82090.625

Framework versions

  • —Transformers 4.23.0.dev0
  • —Pytorch 1.12.1+cu102
  • —Datasets 2.4.1.dev0
  • —Tokenizers 0.12.1