wav2vec2-indonesia

juanhebert/wav2vec2-indonesia

wav2vec2-indonesia is a automatic speech recognition model from juanhebert. 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: wav2vec2
Access: Public
Created: Mar 2, 2022
Updated: Feb 24, 2022
SHA: 7438d601

Model card

From the Hugging Face model README

wav2vec2-indonesia

This model is a fine-tuned version of juanhebert/wav2vec2-indonesia on the commonvoice "id" dataset. It achieves the following results on the evaluation set:

Loss: 3.0727
Wer: 1.0

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: 0.0001
train_batch_size: 5
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: 1000
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.8744	0.68	200	3.0301	1.0
2.868	1.36	400	3.0727	1.0

Framework versions

Transformers 4.11.3
Pytorch 1.10.0+cu111
Datasets 1.18.3
Tokenizers 0.10.3

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Mar 2, 2022
Updated: Feb 24, 2022