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whisper-small-tamil – AI Model by carlfeynman | AlphaNeural AI
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whisper-small-tamil
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
ta
mozilla-foundation/common_voice_13_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
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carl-whisper-small-finetuned-tamil
This model is a fine-tuned version of
openai/whisper-small
on the Common Voice 13 dataset. It achieves the following results on the evaluation set:
Loss: 0.4660
Wer Ortho: 62.9625
Wer: 21.8303
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: 10
training_steps: 100
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.3504
0.37
100
0.4660
62.9625
21.8303
Framework versions
Transformers 4.38.2
Pytorch 1.11.0+cu102
Datasets 2.18.0
Tokenizers 0.15.2
