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wav2vec2-large-xlsr-53-german-finetuned-ks-de – AI Model by skpawar1305 | AlphaNeural AI
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skpawar1305
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wav2vec2-large-xlsr-53-german-finetuned-ks-de
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transformers
pytorch
tensorboard
wav2vec2
audio-classification
generated_from_trainer
apache-2.0
endpoints_compatible
us
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wav2vec2-large-xlsr-53-german-finetuned-ks-de
This model is a fine-tuned version of
jonatasgrosman/wav2vec2-large-xlsr-53-german
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.8681
Accuracy: 0.6667
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
1
1.9490
0.0833
No log
2.0
2
1.9128
0.25
No log
3.0
3
1.8861
0.5833
No log
4.0
4
1.8681
0.6667
No log
5.0
5
1.8590
0.6667
Framework versions
Transformers 4.20.1
Pytorch 1.11.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1
