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ASTie-finetuned-on-shEMO – AI Model by minoosh | AlphaNeural AI
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ASTie-finetuned-on-shEMO
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transformers
pytorch
audio-spectrogram-transformer
audio-classification
generated_from_trainer
bsd-3-clause
endpoints_compatible
us
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ASTie-finetuned-on-shEMO
This model is a fine-tuned version of
minoosh/ast-finetuned-audioset-10-10-0.4593-finetuned-ie
on the None dataset. It achieves the following results on the evaluation set:
eval_loss: 1.4229
eval_accuracy: 0.8167
eval_runtime: 37.6165
eval_samples_per_second: 7.975
eval_steps_per_second: 1.01
epoch: 16.36
step: 1227
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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 30
Framework versions
Transformers 4.27.4
Pytorch 1.13.0
Datasets 2.11.0
Tokenizers 0.13.2
