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wav2vec2-large-xlsr-53-AsanteTwi-07 – AI Model by ayertey01 | AlphaNeural AI
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ayertey01
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wav2vec2-large-xlsr-53-AsanteTwi-07
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transformers
pytorch
tensorboard
wav2vec2
automatic-speech-recognition
generated_from_trainer
common_voice_13_0
ayertey01/wav2vec2-large-xlsr-53-AsanteTwi-06second
finetune
apache-2.0
model-index
endpoints_compatible
us
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wav2vec2-large-xlsr-53-AsanteTwi-07
This model is a fine-tuned version of
ayertey01/wav2vec2-large-xlsr-53-AsanteTwi-06second
on the common_voice_13_0 dataset. It achieves the following results on the evaluation set:
Loss: 0.8573
Wer: 0.4375
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
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
num_epochs: 100
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0656
16.67
100
0.6553
0.5
0.0354
33.33
200
0.7952
0.5
0.0329
50.0
300
0.6705
0.4375
0.0261
66.67
400
0.7253
0.4375
0.0214
83.33
500
0.8056
0.4375
0.0236
100.0
600
0.8573
0.4375
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.0
Tokenizers 0.13.3
