whisper-small-dv – AI Model by juancopi81 | AlphaNeural AI

You can deploy this model and start earning money today!

juancopi81/
whisper-small-dv

like

0

automatic-speech-recognition

generated_from_trainer

mozilla-foundation/common_voice_13_0

endpoints_compatible

Views

No views yet

Whisper Small Dv - Juan Carlos Pineros HF Class

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: 0.2937
Wer Ortho: 56.7101
Wer: 11.1190

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: 4000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer Ortho	Wer
0.1203	1.63	500	0.1687	62.7551	13.3724
0.0464	3.26	1000	0.1757	58.8899	12.0997
0.0327	4.89	1500	0.1931	59.0919	11.8510
0.0118	6.51	2000	0.2349	58.2492	11.4042
0.007	8.14	2500	0.2606	57.7408	11.5259
0.0056	9.77	3000	0.2759	57.4413	11.0564
0.0038	11.4	3500	0.2785	57.2185	10.9956
0.0039	13.03	4000	0.2937	56.7101	11.1190

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3