output-small-id-yt-batch6-step2000-aug

TheRains/output-small-id-yt-batch6-step2000-aug

output-small-id-yt-batch6-step2000-aug 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: May 29, 2023
Updated: Jun 14, 2023
SHA: 06e44d76

Datasets

Model card

From the Hugging Face model README

Whisper small ID - Augmented

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

Loss: 0.2957
Wer: 24.0697

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: 6
eval_batch_size: 6
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 96
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
training_steps: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.5857	0.52	500	0.4354	39.9358
0.385	1.03	1000	0.3511	31.3213
0.2967	1.55	1500	0.3075	25.8541
0.1548	2.06	2000	0.2957	24.0697

Framework versions

Transformers 4.29.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Languages: id
Created: May 29, 2023
Updated: Jun 14, 2023