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whisper-tiny-minds14-en – AI Model by bayerasif | AlphaNeural AI
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bayerasif
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whisper-tiny-minds14-en
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transformers
pytorch
whisper
automatic-speech-recognition
generated_from_trainer
PolyAI/minds14
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
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whisper-tiny-minds14-en
This model is a fine-tuned version of
openai/whisper-tiny
on the PolyAI/minds14 dataset. It achieves the following results on the evaluation set:
Loss: 0.4543
Wer Ortho: 0.3713
Wer: 0.3520
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: 5e-06
train_batch_size: 32
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 50
training_steps: 200
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.4142
7.14
100
0.4802
0.3756
0.3549
0.1909
14.29
200
0.4543
0.3713
0.3520
Framework versions
Transformers 4.34.1
Pytorch 2.1.0+cu121
Datasets 2.14.6
Tokenizers 0.14.1
