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whisper-small-dv – AI Model by Shamik | AlphaNeural AI
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whisper-small-dv
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
dv
mozilla-foundation/common_voice_15_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper Small finetuned on Dhivehi
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 15 dataset. It achieves the following results on the evaluation set:
Loss: 0.1542
Wer Ortho: 59.6270
Wer: 12.5431
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 400
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.0803
3.2
400
0.1542
59.6270
12.5431
Framework versions
Transformers 4.36.0
Pytorch 2.0.0
Datasets 2.15.0
Tokenizers 0.15.0
