length_6_sd – AI Model by Theju | AlphaNeural AI

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length_6_sd

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length_6_sd

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0702
Wer: 1.6075

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: 4
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: 7
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
9.7985	0.68	500	4.6059	1.0
3.0404	1.36	1000	2.3474	2.4424
1.7444	2.04	1500	0.8992	2.3925
0.7667	2.72	2000	0.2616	1.8754
0.36	3.41	2500	0.1904	1.8598
0.2519	4.09	3000	0.0765	1.7290
0.152	4.77	3500	0.0902	1.5296
0.1052	5.45	4000	0.0842	1.5545
0.0773	6.13	4500	0.0660	1.6324
0.0729	6.81	5000	0.0702	1.6075

Framework versions

Transformers 4.17.0
Pytorch 1.13.1+cu116
Datasets 1.18.3
Tokenizers 0.13.2