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whisper-small-dv – AI Model by 64FC | AlphaNeural AI
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whisper-small-dv
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transformers
pytorch
whisper
automatic-speech-recognition
generated_from_trainer
dv
mozilla-foundation/common_voice_13_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small Dv - Francois Chaumet
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 13 dataset. It achieves the following results on the evaluation set:
Loss: 0.1658
Wer Ortho: 59.2103
Wer: 11.7032
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: 1e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 1000
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.1231
1.63
500
0.1689
61.9054
13.0142
0.046
3.26
1000
0.1658
59.2103
11.7032
Framework versions
Transformers 4.33.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
