yt-special-batch12-base

TheRains/yt-special-batch12-base

yt-special-batch12-base 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: f2248316

Base models

openai/whisper-base

Datasets

Model card

From the Hugging Face model README

Whisper Small Indonesian

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

Loss: 0.9330
Wer: 55.8978

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
1.0995	0.26	1000	1.1249	91.3559
0.9995	0.52	2000	1.0126	68.1344
0.9872	0.77	3000	0.9620	65.9425
0.7043	1.03	4000	0.9330	55.8978
0.7292	1.29	5000	0.9224	62.5057

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