SmartEars: A practical framework for poultry respiratory monitoring via spectrogram-based audio classification and AI-assisted labeling
Huaxin Qiao, Zixin Chen, Chengming Ji, Jianfeng Gao, Xiaoyang Xue, Shouchang Zhou, Huanliang Xu, Junxian Huang
Topics & Concepts
OverfittingContinuous monitoringComputer scienceArtificial intelligenceData miningRespiratory soundsMachine learningReal-time computingAudio signalPattern recognition (psychology)Remote patient monitoringData qualityRespiratory monitoringPrecision agricultureQuality (philosophy)GeneralizationF1 scoreSpeech recognitionEngineeringAnimal Nutrition and PhysiologyAnimal Behavior and Welfare StudiesFood Supply Chain Traceability