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lejonck/
xlsr53-mupe-1

Name: xlsr53-mupe-1
Availability: InStock

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xlsr53-mupe-1

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53-portuguese on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 12

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
1.3239	1.0	2000	1.5103	0.6366	0.3503
1.156	2.0	4000	1.4288	0.6022	0.3261
0.958	3.0	6000	1.4058	0.5893	0.3214
1.2899	4.0	8000	1.4745	0.5743	0.3122
0.856	5.0	10000	1.4086	0.5684	0.3195
0.9923	6.0	12000	1.4499	0.5651	0.3086
0.9734	7.0	14000	1.4358	0.5579	0.3089
1.084	8.0	16000	1.5082	0.5507	0.3036
1.0326	9.0	18000	1.4677	0.5579	0.3064
1.229	10.0	20000	1.4917	0.5480	0.3056
0.785	11.0	22000	1.4971	0.5471	0.3050
0.6886	12.0	24000	1.5001	0.5465	0.3048