wav2vec2-large-xlsr-53-AsanteTwi-06second – AI Model by ayertey01 | AlphaNeural AI

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ayertey01/
wav2vec2-large-xlsr-53-AsanteTwi-06second

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automatic-speech-recognition

generated_from_trainer

common_voice_13_0

ayertey01/wav2vec2-large-xlsr-53-AsanteTwi-06

endpoints_compatible

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wav2vec2-large-xlsr-53-AsanteTwi-06second

This model is a fine-tuned version of ayertey01/wav2vec2-large-xlsr-53-AsanteTwi-06 on the common_voice_13_0 dataset. It achieves the following results on the evaluation set:

Loss: 0.6678
Wer: 0.4375

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: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
num_epochs: 120

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
3.0992	16.67	100	2.4101	1.0
0.3622	33.33	200	0.8652	0.4375
0.1804	50.0	300	0.8567	0.4375
0.1412	66.67	400	0.8914	0.5625
0.1193	83.33	500	0.6723	0.4375
0.1063	100.0	600	0.6634	0.4375
0.0976	116.67	700	0.6678	0.4375

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3