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whisper-tiny_to_Russian_trained_with_Spanish_accent – AI Model by liuh6 | AlphaNeural AI
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whisper-tiny_to_Russian_trained_with_Spanish_accent
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
en
Spanish_english
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper tiny Russian (Trained with Spanish accent)
This model is a fine-tuned version of
openai/whisper-tiny
on the Spanish English dataset. It achieves the following results on the evaluation set:
Loss: 0.2750
Wer: 16.2935
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
0.4622
0.4864
500
0.3288
17.9851
0.2832
0.9728
1000
0.2934
17.0896
0.1902
1.4591
1500
0.2750
16.2935
Framework versions
Transformers 4.49.0
Pytorch 2.6.0+cu124
Datasets 3.4.1
Tokenizers 0.21.1
