augmented_indians_dataset_client2

zainulhakim/augmented_indians_dataset_client2

augmented_indians_dataset_client2 is a machine learning model from zainulhakim. 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: wav2vec2
Access: Public
Created: Nov 3, 2024
Updated: Nov 17, 2024
SHA: 178988f9

Base models

zainulhakim/241103_wav2vec2_Augmented_Dataset

Model card

From the Hugging Face model README

augmented_indians_dataset_client2

This model is a fine-tuned version of zainulhakim/241103_wav2vec2_Augmented_Dataset on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7949
Wer: 0.5314
Cer: 0.2484

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: 5e-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
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
No log	1.0	156	1.6021	0.7371	0.5976
No log	2.0	312	1.0143	0.6057	0.3627
No log	3.0	468	0.7949	0.5314	0.2484

Framework versions

Transformers 4.43.3
Pytorch 2.5.1+cu124
Datasets 2.19.2
Tokenizers 0.19.1

Type: wav2vec2
License: apache-2.0
Created: Nov 3, 2024
Updated: Nov 17, 2024