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ID2223_Lab2_Whisper_SV – AI Model by khalidey | AlphaNeural AI
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ID2223_Lab2_Whisper_SV
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transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
apache-2.0
endpoints_compatible
us
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Whisper Small - Swedish
This is a fine-tuned version of the
openai/whisper-small
model on the Common Voice 11.0 dataset.
The following results were achieved after training for 4000 optimization steps:
Training Loss: 0.003900
Validation Loss: 0.326255
WER: 19.894598
Training hyperparameters
The following hyperparameters were used during training:
train_batch_size: 16
gradient_accumulation_steps: 1
learning_rate: 1e-5
eval_batch_size: 8
max_steps: 4000
eval_steps: 1000
Framework Versions
Transformers 4.25.0
Pytorch 1.12.1
Datasets 2.7.1
