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whisper-tiny_to_Russian_accent – AI Model by liuh6 | AlphaNeural AI
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whisper-tiny_to_Russian_accent
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
en
Korean_english
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper tiny Korean
This model is a fine-tuned version of
openai/whisper-tiny
on the Korean English dataset. It achieves the following results on the evaluation set:
Loss: 0.2310
Wer: 10.1704
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: 1500
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.3176
0.5353
500
0.2917
13.9588
0.1752
1.0707
1000
0.2376
10.3483
0.1248
1.6060
1500
0.2310
10.1704
Framework versions
Transformers 4.49.0
Pytorch 2.6.0+cu124
Datasets 3.4.0
Tokenizers 0.21.0
