ascend_with_english

GleamEyeBeast/ascend_with_english

ascend_with_english is a automatic speech recognition model from GleamEyeBeast. 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. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
Model type: wav2vec2
Access: Public
Created: Mar 30, 2022
Updated: Mar 30, 2022
SHA: 6b19a552

Datasets

timit_asr

Model card

From the Hugging Face model README

ascend_with_english

This model is a fine-tuned version of GleamEyeBeast/ascend on the timit_asr dataset. It achieves the following results on the evaluation set:

Loss: 0.3049
Wer: 0.2251

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: 16
eval_batch_size: 16
seed: 42
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	1.0	289	0.3524	0.3016
0.4246	2.0	578	0.3132	0.2607
0.4246	3.0	867	0.3044	0.2373
0.2008	4.0	1156	0.3075	0.2302
0.2008	5.0	1445	0.3049	0.2251

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 2.0.0
Tokenizers 0.11.6

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
Created: Mar 30, 2022
Updated: Mar 30, 2022