yt-special-batch88

TheRains/yt-special-batch88

yt-special-batch88 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: 4f39f47e

Base models

openai/whisper-small

Datasets

mozilla-foundation/common_voice_9_0

Model card

From the Hugging Face model README

yt-special-batch88

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: 0.2602
Wer: 5.3572

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: 8
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
37.1656	1.58	1000	31.4152	569.1440
15.0344	3.17	2000	13.2072	144.3489
7.6075	4.75	3000	5.8946	42.3836
2.5225	6.34	4000	2.0158	19.5430
0.5364	7.92	5000	0.2602	5.3572

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