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theoldmandthesea/
whisper-tiny-finetuned-gtzan-finetuned-gtzan

Name: whisper-tiny-finetuned-gtzan-finetuned-gtzan
Availability: InStock

generated_from_trainer

marsyas/gtzan

apache-2.0

endpoints_compatible

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whisper-tiny-finetuned-gtzan-finetuned-gtzan

This model is a fine-tuned version of ditwoo/whisper-tiny-finetuned-gtzan on the GTZAN dataset. It achieves the following results on the evaluation set:

Loss: 0.7520
Accuracy: 0.9

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
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

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.2831	1.0	113	1.6496	0.74
0.6095	2.0	226	1.0397	0.77
0.0629	3.0	339	0.8188	0.86
0.0006	4.0	452	0.7378	0.88
0.0123	5.0	565	0.7285	0.9
0.0002	6.0	678	0.9172	0.86
0.0002	7.0	791	0.8244	0.89
0.0002	8.0	904	0.7630	0.9
0.169	9.0	1017	0.7572	0.89
0.0002	10.0	1130	0.7520	0.9

Framework versions

Transformers 4.30.2
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

theoldmandthesea/whisper-tiny-finetuned-gtzan-finetuned-gtzan

whisper-tiny-finetuned-gtzan-finetuned-gtzan

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

theoldmandthesea/
whisper-tiny-finetuned-gtzan-finetuned-gtzan