yt-special-batch12-lr4-augment-small

TheRains/yt-special-batch12-lr4-augment-small

yt-special-batch12-lr4-augment-small 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. --

Downloads · 30 days

3% of all-time downloads

All-time downloads

349

Public

Repo size

5.8 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin967 MB · 100%

At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: whisper
Access: Public
Created: Aug 13, 2023
Updated: Aug 13, 2023
SHA: 6f53ff4a

Base models

openai/whisper-small

Datasets

Model card

From the Hugging Face model README

Whisper Small Indonesian

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

Loss: 0.7352
Wer: 38.8950

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: 0.0001
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
1.296	0.13	1000	1.3286	110.0123
1.1522	0.26	2000	1.0917	81.6354
1.0175	0.39	3000	0.9399	60.1258
0.7844	0.52	4000	0.8174	43.4862
0.5919	0.64	5000	0.7352	38.8950

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 13, 2023
Updated: Aug 13, 2023