output-small-id-yt-batch6-gradient24

TheRains/output-small-id-yt-batch6-gradient24

output-small-id-yt-batch6-gradient24 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 30, 2023
Updated: May 31, 2023
SHA: e759418b

Model card

From the Hugging Face model README

Whisper small ID - Augmented

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

Loss: 0.3282
Wer: 25.8872

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: 24
total_train_batch_size: 144
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.4684	0.77	250	0.4644	46.6638
0.3389	1.55	500	0.3913	41.6009
0.2009	2.32	750	0.3432	27.4754
0.1216	3.09	1000	0.3282	25.8872

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 30, 2023
Updated: May 31, 2023