whisper-small-persian

rezaFarsh/whisper-small-persian

whisper-small-persian is a automatic speech recognition model from rezaFarsh. Use it when you need speech turned into text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

10% of all-time downloads

All-time downloads

Public

Repo size

8.7 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin967 MB · 100%

At a glance

Task: Automatic Speech Recognition
Library: transformers
Model type: whisper
Access: Public
Created: Oct 31, 2023
Updated: Oct 31, 2023
SHA: 3def97f0

Model card

From the Hugging Face model README

whisper-small-persian

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.8237
Wer: 62.5

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
No log	0.89	2	5.1135	87.5
No log	1.78	4	3.1980	75.0
No log	2.67	6	2.5434	75.0
No log	4.0	9	1.8864	62.5
No log	4.44	10	1.8237	62.5

Framework versions

Transformers 4.35.0.dev0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
Created: Oct 31, 2023
Updated: Oct 31, 2023