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ramen-noodels/
red_switch_click_detector

Name: red_switch_click_detector
Availability: InStock

transformers

safetensors

audio-spectrogram-transformer

audio-classification

generated_from_trainer

MIT/ast-finetuned-audioset-10-10-0.4593

finetune

bsd-3-clause

endpoints_compatible

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red_switch_click_detector

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

Loss: 0.0074
Recall Pressed: 0.9881
Precision Pressed: 0.9970
F1 Pressed: 0.9925
False Negative Rate: 0.0119

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: 1e-05
train_batch_size: 82
eval_batch_size: 82
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Recall Pressed	Precision Pressed	F1 Pressed	False Negative Rate
0.0078	1.0	199	0.0120	0.9881	0.9679	0.9779	0.0119
0.0117	2.0	398	0.0085	0.9881	0.9881	0.9881	0.0119
0.0033	3.0	597	0.0074	0.9881	0.9970	0.9925	0.0119
0.0034	4.0	796	0.0099	0.9881	0.9970	0.9925	0.0119
0.0003	5.0	995	0.0090	0.9881	0.9940	0.9910	0.0119
0.0000	6.0	1194	0.0111	0.9881	0.9881	0.9881	0.0119
0.0000	7.0	1393	0.0109	0.9881	0.9940	0.9910	0.0119
0.0000	8.0	1592	0.0111	0.9881	0.9940	0.9910	0.0119
0.0000	9.0	1791	0.0113	0.9881	0.9940	0.9910	0.0119
0.0000	10.0	1990	0.0113	0.9881	0.9940	0.9910	0.0119

Framework versions

Transformers 5.8.1
Pytorch 2.7.1+cu118
Datasets 4.8.5
Tokenizers 0.22.2

ramen-noodels/red_switch_click_detector

red_switch_click_detector

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ramen-noodels/
red_switch_click_detector