whisper-small-khmer-unspaced

seanghay/whisper-small-khmer-unspaced

whisper-small-khmer-unspaced is a automatic speech recognition model from seanghay. 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: Apr 11, 2023
Updated: Apr 11, 2023
SHA: 2c6fbfb3

Datasets

Model card

From the Hugging Face model README

Whisper Small Khmer - Seanghay Yath

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

Loss: 0.4484
Wer: 1.0704

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 6.25e-06
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: 800
training_steps: 4000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.2052	3.33	1000	0.3582	1.0233
0.0465	6.67	2000	0.3129	1.0105
0.0089	10.0	3000	0.3977	1.0214
0.0016	13.33	4000	0.4484	1.0704

Framework versions

Transformers 4.28.0.dev0
Pytorch 1.12.1
Datasets 2.11.1.dev0
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Languages: km
Created: Apr 11, 2023
Updated: Apr 11, 2023