Musical-genres-Classification-Hubert-V1-finetuned-gtzan

This model is a fine-tuned version of SeyedAli/Musical-genres-Classification-Hubert-V1 on the GTZAN dataset.

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: 5e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 12
• mixed_precision_training: Native AMP

Framework versions

• Transformers 4.36.2
• Pytorch 1.12.0+cu102
• Datasets 2.15.0
• Tokenizers 0.15.0