yt-special-batch12-tiny

TheRains/yt-special-batch12-tiny

yt-special-batch12-tiny is a automatic speech recognition model from TheRains. 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: Aug 7, 2023
Updated: Aug 7, 2023
SHA: bea41fc6

Base models

openai/whisper-tiny

Datasets

Model card

From the Hugging Face model README

Whisper Small Indonesian

This model is a fine-tuned version of openai/whisper-tiny on the yt id dataset. It achieves the following results on the evaluation set:

Loss: 1.1267
Wer: 71.2794

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: 12
eval_batch_size: 6
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
1.375	0.26	1000	1.3639	103.1969
1.2229	0.52	2000	1.2348	81.9791
1.2384	0.77	3000	1.1719	87.5041
0.9738	1.03	4000	1.1389	71.3832
0.9485	1.29	5000	1.1267	71.2794

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Aug 7, 2023
Updated: Aug 7, 2023