AshokKakunuri / ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

huggingface.co
Total runs: 159
24-hour runs: 0
7-day runs: 158
30-day runs: 149
Model's Last Updated: 9월 22 2023
audio-classification

Introduction of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

Model Details of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan

This model is a fine-tuned version of MIT/ast-finetuned-audioset-10-10-0.4593 on the GTZAN dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3592
  • Accuracy: 0.91
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: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 8
  • 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
1.0215 1.0 112 0.6979 0.82
0.5726 2.0 225 0.4903 0.84
0.402 3.0 337 0.5950 0.82
0.0031 4.0 450 0.7435 0.84
0.0015 5.0 562 0.6883 0.84
0.001 6.0 675 0.5155 0.88
0.0002 7.0 787 0.4624 0.9
0.0002 8.0 900 0.3535 0.9
0.1006 9.0 1012 0.3671 0.9
0.0001 9.96 1120 0.3592 0.91
Framework versions
  • Transformers 4.33.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.5
  • Tokenizers 0.13.3

Runs of AshokKakunuri ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok on huggingface.co

159
Total runs
0
24-hour runs
0
3-day runs
158
7-day runs
149
30-day runs

More Information About ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co Model

More ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok license Visit here:

https://choosealicense.com/licenses/bsd-3-clause

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co is an AI model on huggingface.co that provides ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok's model effect (), which can be used instantly with this AshokKakunuri ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok model. huggingface.co supports a free trial of the ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok model, and also provides paid use of the ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok. Support call ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok model through api, including Node.js, Python, http.

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co Url

https://huggingface.co/AshokKakunuri/ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

AshokKakunuri ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok online free

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co is an online trial and call api platform, which integrates ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok's modeling effects, including api services, and provides a free online trial of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok, you can try ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok online for free by clicking the link below.

AshokKakunuri ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok online free url in huggingface.co:

https://huggingface.co/AshokKakunuri/ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok install

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok is an open source model from GitHub that offers a free installation service, and any user can find ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok on GitHub to install. At the same time, huggingface.co provides the effect of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok install, users can directly use ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok install url in huggingface.co:

https://huggingface.co/AshokKakunuri/ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

Url of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok

ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co Url

Provider of ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan-Ashok huggingface.co

AshokKakunuri
ORGANIZATIONS

Other API from AshokKakunuri