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m304897/
whisper-small-zh-tw

Name: whisper-small-zh-tw
Availability: InStock

generated_from_trainer

mozilla-foundation/common_voice_11_0

apache-2.0

model-index

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Whisper Small Traditional Chinese

This model is a fine-tuned version of kimbochen/whisper-small-zh-tw on the mozilla-foundation/common_voice_11_0 zh-TW dataset. It achieves the following results on the evaluation set:

Loss: 0.4334
Wer: 32.0420

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: 64
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1200
training_steps: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0066	2.05	400	0.3743	32.9100
0.0084	5.03	800	0.3787	33.4171
0.0098	8.01	1200	0.3979	33.2481
0.0019	10.06	1600	0.4084	32.3116
0.0008	13.04	2000	0.4334	32.0420

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu116
Datasets 2.7.1.dev0
Tokenizers 0.13.2

m304897/whisper-small-zh-tw

Whisper Small Traditional Chinese

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

m304897/
whisper-small-zh-tw