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slplab/
wav2vec2-base-kscg-gender-classification

Name: wav2vec2-base-kscg-gender-classification
Availability: InStock

generated_from_trainer

kscg_small_20v50

apache-2.0

endpoints_compatible

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wav2vec2-base-kscg-gender-classification

This model is a fine-tuned version of facebook/wav2vec2-base on the kscg_small_20v50 dataset. It achieves the following results on the evaluation set:

Loss: 0.3592
Accuracy: 0.8703

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: 3e-05
train_batch_size: 512
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4652	1.0	105	0.4543	0.8202
0.2969	2.0	210	0.4235	0.8127
0.248	3.0	315	0.3742	0.8508
0.2244	4.0	420	0.3805	0.8592
0.1983	5.0	525	0.3535	0.8535
0.1992	6.0	630	0.3330	0.8658
0.1806	7.0	735	0.3836	0.8633
0.1628	8.0	840	0.3493	0.8738
0.1574	9.0	945	0.3418	0.8765
0.1483	10.0	1050	0.3592	0.8703

Framework versions

Transformers 4.28.1
Pytorch 1.12.1
Datasets 2.11.0
Tokenizers 0.12.1

slplab/wav2vec2-base-kscg-gender-classification

wav2vec2-base-kscg-gender-classification

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

slplab/
wav2vec2-base-kscg-gender-classification