chanhyuk-gd

joohwan/chanhyuk-gd

chanhyuk-gd is a automatic speech recognition model from joohwan. 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: Jun 27, 2023
Updated: Jun 27, 2023
SHA: 3afc8d44

Model card

From the Hugging Face model README

chanhyuk-gd

This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0837
Wer: 9.9533

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-05
train_batch_size: 8
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: 200
training_steps: 3000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.246	0.18	500	0.2557	24.6951
0.1363	0.36	1000	0.1898	18.1750
0.094	0.54	1500	0.1450	14.4255
0.0842	0.72	2000	0.1100	15.4495
0.0595	0.9	2500	0.0916	10.6008
0.0141	1.08	3000	0.0837	9.9533

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Jun 27, 2023
Updated: Jun 27, 2023