whisper-tiny-en

CheeLi03/whisper-tiny-en

whisper-tiny-en is a machine learning model from CheeLi03. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: whisper
Access: Public
Created: Oct 15, 2024
Updated: Oct 15, 2024
SHA: 991b9344

Base models

openai/whisper-tiny

Datasets

fleurs

Model card

From the Hugging Face model README

Whisper Tiny English - Chee Li

This model is a fine-tuned version of openai/whisper-tiny on the Google Fleurs dataset. It achieves the following results on the evaluation set:

Loss: 0.6666
Wer: 18.4189

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: 16
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: 4000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0468	5.3191	1000	0.5352	17.3592
0.0042	10.6383	2000	0.6165	18.6350
0.002	15.9574	3000	0.6532	18.3143
0.0016	21.2766	4000	0.6666	18.4189

Framework versions

Transformers 4.43.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Languages: en
Created: Oct 15, 2024
Updated: Oct 15, 2024