yt-special-batch8-base

TheRains/yt-special-batch8-base

yt-special-batch8-base 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 5, 2023
Updated: Aug 5, 2023
SHA: 480977d1

Base models

openai/whisper-base

Datasets

mozilla-foundation/common_voice_9_0

Model card

From the Hugging Face model README

yt-special-batch8-base

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

Loss: 0.4155
Wer: 11.4439

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: 8
eval_batch_size: 4
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
41.113	1.58	1000	42.9759	107.5628
17.3442	3.17	2000	18.7037	144.1064
10.8061	4.75	3000	7.1531	52.5510
3.3269	6.34	4000	3.1035	47.0586
0.7405	7.92	5000	0.4155	11.4439

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 5, 2023
Updated: Aug 5, 2023