special2

TheRains/special2

special2 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: Jul 20, 2023
Updated: Jul 21, 2023
SHA: 71929c36

Base models

openai/whisper-small

Datasets

Model card

From the Hugging Face model README

special2

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: 0.6621
Wer: 41.8878

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
0.8117	0.26	1000	0.8215	48.6085
0.7087	0.52	2000	0.7323	52.3062
0.7057	0.77	3000	0.6922	50.0032
0.5319	1.03	4000	0.6686	42.1213
0.4704	1.29	5000	0.6621	41.8878

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: Jul 20, 2023
Updated: Jul 21, 2023