Whisper_Small_Odia_CV_11.0_5k_steps – AI Model by Ranjit | AlphaNeural AI

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Ranjit/
Whisper_Small_Odia_CV_11.0_5k_steps

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automatic-speech-recognition

generated_from_trainer

mozilla-foundation/common_voice_11_0

endpoints_compatible

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Whisper_Small_Odia_CV_11.0_5k_steps

This model is a fine-tuned version of Ranjit/Whisper_Small_Odia_10k_steps on the mozilla-foundation/common_voice_11_0 or dataset. It achieves the following results on the evaluation set:

Loss: 0.4827
Wer: 23.4979

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
training_steps: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0018	50.0	1000	0.3315	24.0903
0.0	100.0	2000	0.4098	23.7236
0.0	150.0	3000	0.4827	23.4979
0.0	200.0	4000	0.4914	23.8928
0.0	250.0	5000	0.4953	23.7800