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emilios/
whisper-md-sr

Name: whisper-md-sr
Availability: InStock

automatic-speech-recognition

whisper-event

generated_from_trainer

apache-2.0

endpoints_compatible

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Whisper medium Serbian El Greco

This model is a fine-tuned version of openai/whisper-medium on the mozilla-foundation/common_voice_11_0,google/fleurs sr,sr_rs dataset. It achieves the following results on the evaluation set:

Loss: 0.4868
Wer: 12.1408

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: 3e-06
train_batch_size: 32
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 10000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0222	2.72	1000	0.3442	14.0834
0.0032	5.43	2000	0.4106	14.5285
0.0011	8.15	3000	0.4331	12.8693
0.0029	10.87	4000	0.3948	12.6265
0.0012	13.59	5000	0.4512	12.6669
0.0009	16.3	6000	0.4890	12.7479
0.001	19.02	7000	0.4868	12.1408
0.0016	21.74	8000	0.4780	12.7074
0.0002	24.46	9000	0.4902	12.2218
0.0012	27.17	10000	0.5059	12.6669

Framework versions

Transformers 4.26.0.dev0
Pytorch 2.0.0.dev20221216+cu116
Datasets 2.7.1.dev0
Tokenizers 0.13.2

emilios/whisper-md-sr

Whisper medium Serbian El Greco

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

emilios/
whisper-md-sr