241103_wav2vec2_Augmented_Dataset

zainulhakim/241103_wav2vec2_Augmented_Dataset

241103_wav2vec2_Augmented_Dataset 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. --

Downloads · 30 days

18% of all-time downloads

All-time downloads

Public

Parameters

94.4M

3.8 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors378 MB · 100%

At a glance

License: apache-2.0
Model type: wav2vec2
Access: Public
Created: Nov 3, 2024
Updated: Nov 17, 2024
SHA: 318c7a96

Base models

facebook/wav2vec2-base

Model card

From the Hugging Face model README

241103_wav2vec2_Augmented_Dataset

This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8439
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: 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: 8

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
No log	1.0	40	1.8480	1.0
No log	2.0	80	1.8473	1.0
No log	3.0	120	1.8458	1.0
No log	4.0	160	1.8448	1.0
No log	5.0	200	1.8447	1.0
No log	6.0	240	1.8444	1.0
No log	7.0	280	1.8440	1.0
No log	8.0	320	1.8439	1.0

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