yt-special-batch4

TheRains/yt-special-batch4

yt-special-batch4 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 4, 2023
Updated: Aug 4, 2023
SHA: 2ff65123

Base models

openai/whisper-small

Datasets

mozilla-foundation/common_voice_9_0

Model card

From the Hugging Face model README

yt-special-batch4

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

Loss: 3.6844
Wer: 28.2343

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: 4
eval_batch_size: 2
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
125.5137	0.79	1000	129.9009	149.0002
67.2464	1.59	2000	59.3172	298.8672
34.7799	2.38	3000	28.5244	134.9260
13.5007	3.17	4000	12.5162	51.1457
7.3781	3.97	5000	3.6844	28.2343

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 4, 2023
Updated: Aug 4, 2023