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wav2vec2-xls-r-300m-adult-child-cls – AI Model by anantoj | AlphaNeural AI
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anantoj
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wav2vec2-xls-r-300m-adult-child-cls
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transformers
pytorch
tensorboard
wav2vec2
audio-classification
generated_from_trainer
apache-2.0
endpoints_compatible
us
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wav2vec2-xls-r-300m-adult-child-cls
This model is a fine-tuned version of
facebook/wav2vec2-xls-r-300m
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1770
Accuracy: 0.9404
F1: 0.9440
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: 4
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
0.25
1.0
383
0.2516
0.9077
0.9106
0.2052
2.0
766
0.2138
0.9321
0.9353
0.1901
3.0
1149
0.1770
0.9404
0.9440
0.2255
4.0
1532
0.1794
0.9404
0.9440
Framework versions
Transformers 4.17.0.dev0
Pytorch 1.10.2+cu102
Datasets 1.18.3
Tokenizers 0.11.0
