You can deploy this model and start earning money today!

ayertey01/
wav2vec2-large-xlsr-53-AsanteTwi-04

Name: wav2vec2-large-xlsr-53-AsanteTwi-04
Availability: InStock

automatic-speech-recognition

generated_from_trainer

Views

No views yet

wav2vec2-large-xlsr-53-AsanteTwi-04

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

Loss: 0.7250
Wer: 0.625

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: 0.0003
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: 100
num_epochs: 90

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
13.2642	8.33	50	4.7327	1.0
3.1075	16.67	100	3.1680	1.0
2.8849	25.0	150	2.9745	1.0
2.8553	33.33	200	2.9167	1.0
2.8333	41.67	250	2.8538	1.0
2.6501	50.0	300	2.3417	1.0
1.8966	58.33	350	1.1529	0.875
0.9431	66.67	400	0.8519	0.75
0.5951	75.0	450	0.7970	0.625
0.444	83.33	500	0.7250	0.625

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

ayertey01/wav2vec2-large-xlsr-53-AsanteTwi-04

wav2vec2-large-xlsr-53-AsanteTwi-04

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ayertey01/
wav2vec2-large-xlsr-53-AsanteTwi-04