cv9-special-batch8-tiny

TheRains/cv9-special-batch8-tiny

cv9-special-batch8-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 6, 2023
Updated: Aug 6, 2023
SHA: 0dd1873e

Base models

openai/whisper-tiny

Datasets

mozilla-foundation/common_voice_9_0

Model card

From the Hugging Face model README

Whisper Small Indonesian

This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_9_0 id dataset. It achieves the following results on the evaluation set:

Loss: 0.4968
Wer: 31.7506

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: 8
eval_batch_size: 4
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
0.6281	0.97	1000	0.5817	37.6950
0.4018	1.94	2000	0.5157	34.2121
0.2914	2.9	3000	0.4980	32.4960
0.2078	3.87	4000	0.4968	31.7506
0.1925	4.84	5000	0.4986	31.8749

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
Languages: id
Created: Aug 6, 2023
Updated: Aug 6, 2023