Model: greenarcade/cough-classification-model
Author: greenarcade
Pipeline: audio-classification
Library: keras
Tags: keras, audio, audio-to-output, cough, medical, audio-classification, en, dataset:DynamicSuperb/Covid19CoughAudioClassification_CoughVid, base_model:google/hear-pytorch, base_model:finetune:google/hear-pytorch, license:mit, model-index, region:us
Base models (finetune): id: google/hear-pytorch
Card metadata: license: mit
datasets: DynamicSuperb/Covid19CoughAudioClassification_CoughVid
language: en
base_model: google/hear-pytorch
pipeline_tag: audio-classification
tags: audio, audio-to-output, cough, medical
metrics: f1, confusion_matrix, code_eval
library_name: keras
model-index: name: CoughVid-Classifier
results: task: type: audio-classification
name: Cough Classification
dataset: type: coughvid
name: CoughVid Dataset (Balanced Test)
split: test
metrics: name: accuracy
type: accuracy
value: 0.367
verified: no, name: auc_COVID-19
type: auc
value: 0.603
verified: no, name: auc_healthy
type: auc
value: 0.564
verified: no, name: auc_symptomatic
type: auc
value: 0.465
verified: no, task: type: audio-classification
name: Class-Specific Performance
dataset: type: coughvid
name: CoughVid Dataset
split: test
metrics: name: f1_healthy
type: f1
value: 0.41
verified: no, name: f1_COVID-19
type: f1
value: 0.4
verified: no, name: f1_symptomatic
type: f1
value: 0.269
verified: no, name: healthy_accuracy
type: accuracy
value: 0.533
verified: no, name: COVID-19_accuracy
type: accuracy
value: 0.333
verified: no, name: symptomatic_accuracy
type: accuracy
value: 0.233
verified: no
Likes: 3 | All-time downloads: 0
Created: 2025-04-17 19:26:53