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ramen-noodels/
red_round_button_small_click_detector_n100

Name: red_round_button_small_click_detector_n100
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_round_button_small_click_detector_n100

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: 0.0899
Recall Pressed: 0.8984
Precision Pressed: 0.9659
F1 Pressed: 0.9309
False Negative Rate: 0.1016

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
0.0195	1.0	117	0.0575	0.9746	0.8797	0.9247	0.0254
0.0052	2.0	234	0.0483	0.9079	0.9286	0.9181	0.0921
0.0093	3.0	351	0.0832	0.8794	0.9928	0.9327	0.1206
0.0130	4.0	468	0.0607	0.9016	0.9498	0.9251	0.0984
0.0086	5.0	585	0.0601	0.8921	0.9623	0.9259	0.1079
0.0046	6.0	702	0.0888	0.8889	0.9859	0.9349	0.1111
0.0026	7.0	819	0.0763	0.9048	0.9727	0.9375	0.0952
0.0023	8.0	936	0.0853	0.8984	0.9692	0.9325	0.1016
0.0002	9.0	1053	0.0920	0.8921	0.9723	0.9305	0.1079
0.0024	10.0	1170	0.0901	0.8984	0.9659	0.9309	0.1016

Framework versions

Transformers 5.11.0
Pytorch 2.7.1+cu118
Datasets 5.0.0
Tokenizers 0.22.2

ramen-noodels/red_round_button_small_click_detector_n100

red_round_button_small_click_detector_n100

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ramen-noodels/
red_round_button_small_click_detector_n100