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whisper-tiny-finetuned-minds14-en – AI Model by atuaans | AlphaNeural AI
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whisper-tiny-finetuned-minds14-en
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
en
PolyAI/minds14
openai/whisper-tiny
finetune
apache-2.0
model-index
endpoints_compatible
us
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whisper-tiny-finetuned-minds14-en
This model is a fine-tuned version of
openai/whisper-tiny
on the MInDS-14 dataset. It achieves the following results on the evaluation set:
Loss: 0.6762
Wer Ortho: 0.3006
Wer: 0.2917
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: 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_ratio: 0.1
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.001
1.0
28
0.6762
0.3006
0.2917
Framework versions
Transformers 4.48.3
Pytorch 2.6.0+cu124
Datasets 3.4.0
Tokenizers 0.21.0
