slplab / wav2vec2-base-kscg-gender-classification

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -3
30-day runs: -4
Model's Last Updated: June 24 2023
audio-classification

Introduction of wav2vec2-base-kscg-gender-classification

Model Details of wav2vec2-base-kscg-gender-classification

wav2vec2-base-kscg-gender-classification

This model is a fine-tuned version of facebook/wav2vec2-base on the kscg_small_20v50 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3592
  • Accuracy: 0.8703
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: 3e-05
  • train_batch_size: 512
  • eval_batch_size: 64
  • 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
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4652 1.0 105 0.4543 0.8202
0.2969 2.0 210 0.4235 0.8127
0.248 3.0 315 0.3742 0.8508
0.2244 4.0 420 0.3805 0.8592
0.1983 5.0 525 0.3535 0.8535
0.1992 6.0 630 0.3330 0.8658
0.1806 7.0 735 0.3836 0.8633
0.1628 8.0 840 0.3493 0.8738
0.1574 9.0 945 0.3418 0.8765
0.1483 10.0 1050 0.3592 0.8703
Framework versions
  • Transformers 4.28.1
  • Pytorch 1.12.1
  • Datasets 2.11.0
  • Tokenizers 0.12.1

Runs of slplab wav2vec2-base-kscg-gender-classification on huggingface.co

14
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
-4
30-day runs

More Information About wav2vec2-base-kscg-gender-classification huggingface.co Model

More wav2vec2-base-kscg-gender-classification license Visit here:

https://choosealicense.com/licenses/apache-2.0

wav2vec2-base-kscg-gender-classification huggingface.co

wav2vec2-base-kscg-gender-classification huggingface.co is an AI model on huggingface.co that provides wav2vec2-base-kscg-gender-classification's model effect (), which can be used instantly with this slplab wav2vec2-base-kscg-gender-classification model. huggingface.co supports a free trial of the wav2vec2-base-kscg-gender-classification model, and also provides paid use of the wav2vec2-base-kscg-gender-classification. Support call wav2vec2-base-kscg-gender-classification model through api, including Node.js, Python, http.

wav2vec2-base-kscg-gender-classification huggingface.co Url

https://huggingface.co/slplab/wav2vec2-base-kscg-gender-classification

slplab wav2vec2-base-kscg-gender-classification online free

wav2vec2-base-kscg-gender-classification huggingface.co is an online trial and call api platform, which integrates wav2vec2-base-kscg-gender-classification's modeling effects, including api services, and provides a free online trial of wav2vec2-base-kscg-gender-classification, you can try wav2vec2-base-kscg-gender-classification online for free by clicking the link below.

slplab wav2vec2-base-kscg-gender-classification online free url in huggingface.co:

https://huggingface.co/slplab/wav2vec2-base-kscg-gender-classification

wav2vec2-base-kscg-gender-classification install

wav2vec2-base-kscg-gender-classification is an open source model from GitHub that offers a free installation service, and any user can find wav2vec2-base-kscg-gender-classification on GitHub to install. At the same time, huggingface.co provides the effect of wav2vec2-base-kscg-gender-classification install, users can directly use wav2vec2-base-kscg-gender-classification installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

wav2vec2-base-kscg-gender-classification install url in huggingface.co:

https://huggingface.co/slplab/wav2vec2-base-kscg-gender-classification

Url of wav2vec2-base-kscg-gender-classification

wav2vec2-base-kscg-gender-classification huggingface.co Url

Provider of wav2vec2-base-kscg-gender-classification huggingface.co

slplab
ORGANIZATIONS

Other API from slplab

huggingface.co

Total runs: 0
Run Growth: -4
Growth Rate: 0.00%
Updated:September 07 2023