finetuning-xlsr-53-PSST_V7

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

• Loss: 1.4691

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: 0.0003
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 30

Training results

Training Loss	Epoch	Step	Validation Loss
9.5902	4.1	400	3.5931
2.8519	8.21	800	1.6398
1.3002	12.31	1200	1.3060
0.7496	16.41	1600	1.2790
0.5284	20.51	2000	1.3452
0.3743	24.62	2400	1.3639
0.2814	28.72	2800	1.4691

Framework versions

• Transformers 4.28.0
• Pytorch 2.0.1+cu117
• Datasets 2.13.1
• Tokenizers 0.13.3