whisper-medium-th-cv12

wish6424/whisper-medium-th-cv12

whisper-medium-th-cv12 is a automatic speech recognition model from wish6424. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: whisper
Access: Public
Created: May 26, 2023
Updated: May 26, 2023
SHA: 408291b9

Model card

From the Hugging Face model README

whisper-medium-th-cv12

This model is a fine-tuned version of biodatlab/whisper-medium-th-combined-v2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3122
Wer: 23.0133

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: 6.25e-06
train_batch_size: 32
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 25
training_steps: 250
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.8675	0.41	50	0.8984	28.2734
0.2598	0.82	100	0.3498	25.4960
0.1256	1.23	150	0.3226	24.8385
0.1198	1.64	200	0.3162	23.7955
0.1032	2.05	250	0.3122	23.0133

Framework versions

Transformers 4.30.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.12.1.dev0
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: May 26, 2023
Updated: May 26, 2023