gary109/ai-light-dance_singing_ft_wav2vec2-large-xlsr-53-5gram-v3

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ai-light-dancesingingft_wav2vec2-large-xlsr-53-5gram-v3

This model is a fine-tuned version of gary109/ai-light-dance_singing_ft_wav2vec2-large-xlsr-53-5gram-v1 on the GARY109/AILIGHTDANCE - ONSET-SINGING dataset. It achieves the following results on the evaluation set:

• —Loss: 0.4301
• —Wer: 0.1633

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: 2
• —evalbatchsize: 2
• —seed: 42
• —gradientaccumulationsteps: 16
• —totaltrainbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 500
• —num_epochs: 10.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.21.0.dev0
• —Pytorch 1.9.1+cu102
• —Datasets 2.3.3.dev0
• —Tokenizers 0.12.1