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whisper-tiny_to_british_accent_4000_1e-5 – AI Model by DeathCover1003 | AlphaNeural AI
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whisper-tiny_to_british_accent_4000_1e-5
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
en
British_english
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper tiny British
This model is a fine-tuned version of
openai/whisper-tiny
on the British English dataset. It achieves the following results on the evaluation set:
Loss: 0.3266
Wer: 12.5156
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: 2
eval_batch_size: 1
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 4000
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.3303
0.9901
1000
0.3050
15.4889
0.1802
1.9802
2000
0.3063
12.8890
0.0396
2.9703
3000
0.3203
12.6262
0.0082
3.9604
4000
0.3266
12.5156
Framework versions
Transformers 4.50.0.dev0
Pytorch 2.5.1+cu124
Datasets 3.3.2
Tokenizers 0.21.0
