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whisper-tiny-en-US – AI Model by semaj83 | AlphaNeural AI
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whisper-tiny-en-US
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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-en-US
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: 0.9348
Wer Ortho: 0.3683
Wer: 0.3695
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: linear
lr_scheduler_warmup_steps: 50
training_steps: 1000
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.0
17.24
500
0.9155
0.3646
0.3654
0.0
34.48
1000
0.9348
0.3683
0.3695
Framework versions
Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
