lgris/wav2vec2_base_10k_8khz_pt_cv7_2

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wav2vec2base10k8khzptcv72

This model is a fine-tuned version of lgris/seasr_2022_base_10k_8khz_pt on the common_voice dataset. It achieves the following results on the evaluation set:

• —Loss: 76.3426
• —Wer: 0.1979

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: 1e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 100
• —training_steps: 10000

Training results

Framework versions

• —Transformers 4.16.2
• —Pytorch 1.10.0+cu111
• —Datasets 1.18.3
• —Tokenizers 0.11.0