Automated sleep apnea detection in snoring signal using long short-term memory neural networks
Siyi Cheng, Chao Wang, Keqiang Yue, Ruixue Li, Fanlin Shen, Wenjie Shuai, Wenjun Li, Lili Dai
Topics & Concepts
Computer scienceHypopneaMel-frequency cepstrumObstructive sleep apneaPolysomnographySleep apneaMicrophoneArtificial neural networkSpeech recognitionPattern recognition (psychology)MedicineGold standard (test)Support vector machineApneaArtificial intelligenceFeature extractionCardiologyInternal medicineSound pressureTelecommunicationsObstructive Sleep Apnea ResearchMusic and Audio ProcessingSpeech and Audio Processing