Aikace-Aikace Don Nazarin Sautunan Covid-19

Aikace-aikace don nazarin sautunan COVID-19 aikace-aikacen software ne na wayar hannu wadda aka tsara don tattara sautin numfashi da gano cutarwa don magance cutar ta COVID-19. Aikace -aikace da yawa suna ci gaba, tare da cibiyoyi da kamfanoni daban - daban suna ɗaukar hanyoyi daban -daban don keɓancewa da tattara bayanai. Ƙoƙarin na yanzu yana nufin tattara bayanai. A cikin mataki na gaba, yana kuma yiwuwa aikace -aikacen sauti za su sami ƙarfin (da yarda da ɗabi'a) don samar da bayanai ga masu amfani. Don haɓakawa da horar da hanyoyin nazarin siginar, ana buƙatar manyan bayanan bayanai.

Tarihi

Covid19

Hukumar Lafiya ta Duniya ta sanar da barkewar cutar COVID-19 a matsayin annoba ta duniya a cikin Maris din shekarar 2020 kuma ta shafi adadin mutane a duniya. A cikin wannan mahallin, ana ɗaukar dabarun fasaha na wucin gadi na zamani azaman kayan aiki don taimakawa martanin mu ga rikicin lafiyar duniya. An kuma haɓaka wasu ƙa'idodin COVID-19 waɗanda ke ba da mafita don bin diddigin mai amfani. A lokaci guda da yawa hanyoyin da ke ƙoƙarin yin amfani da sautin numfashi da hankali na wucin gadi don fahimtar idan an ba da shawarar cutar. Akwai studiesan karatu a matsayin takaddun share fage (watau ba a sake duba tsara ba).

Hanyoyi

Yuwuwar amfani da magana da nazarin sauti ta hankali na wucin gadi don taimakawa a cikin wannan yanayin, ta hanyar bincika waɗanne nau'ikan abubuwan da ke da alaƙa ko mahimman abubuwan da za a iya tantance su ta atomatik daga magana ko sauti da aka yi nazari akai.^[1] Waɗannan sun haɗa da ganewa ta atomatik da sa ido na numfashi, bushewa da rigar tari ko sautuka, magana a ƙarƙashin sanyi, halayyar cin abinci, bacci, ko zafi.

Bugu da ƙari, an kuma gabatar da yuwuwar amfani da maganganun bincike na hankali ga marasa lafiya da aka gano COVID-19.^[2] Musamman, ta hanyar yin nazarin rikodin magana daga waɗannan marasa lafiya, an gina samfuri na tushen sauti kawai don rarrabe yanayin lafiyar marasa lafiya ta fuskoki huɗu, gami da tsananin rashin lafiya, ingancin bacci, gajiya, da kuma damuwa. Wannan aikin yana nuna alƙawarin a kimanta tsananin rashin lafiya.

An bincika hanyoyin koyon injin don ganewa da tantance tari daga cututtuka daban -daban. Waɗannan sun haɗa da wani low wuya, da sarrafa kansa ya san kuma bincike ga kayan aiki da nunawa na numfashi da ciwon ya kama cewa utilizes convolutional na tsarin jijiya networks (CNNs) don gane tari a cikin yanayi audio da kuma gane asali uku m cututtuka (watau mashako, bronchiolitis da pertussis ) dangane da su musamman tari audio fasali.^[3]

An tattara tarin bayanai masu yawa na sautin numfashi don taimakawa ganewar COVID-19: tari da sautin numfashi sun wadatar don rarrabe masu amfani da COVID-19 ya shafa da waɗanda fuka ko kulawar lafiya ta shafa.^[4]

Bayan waɗannan karatuttukan shine burin cewa tsarin sarrafa kansa don bincika cututtukan numfashi dangane da murya, tari mai tari ko wasu bayanan sauti zasu sami ingantattun aikace -aikacen likita a duka fannonin kiwon lafiya da na jama'a.

Jerin ƙa'idodi don nazarin sautunan COVID-19

Suna	Aiki da manufa/mataki na aikin	An yi rikodin Yanayin Sauti, da sauran metadata	Mai tallafawa aikin (Jami'ar / Kamfanin / talakawa)	Dandali	Yarda da'a	An tattara Samfuran Ƙididdiga (tare da kwanan wata)	Harsuna	Sakin Bayanai
COVID-19 Sauti App	Tarin bayanan sauti don tabbatar da yuwuwar bincike	Tari, numfashi da murya + alamu da abubuwan tarihin likitanci.	Jami'ar Cambridge	Yanar gizo, Android, iOS	Jami'ar Cambridge. Lab Lab. Kwamitin Da'a.	6000 (1 Mayu 20)	Ingilishi, Jamusanci, Faransanci, Italiyanci, Spanish, Girkanci, Fotigal	Ana jiran shawarar doka. Da fatan za a samar da shi ga masu bincike, bisa tsarin doka da ke kare sirrin sirri.
Numfashi don Kimiyya	Tarin bayanan sauti don tabbatar da yuwuwar bincike	Tari da abubuwan tarihin likitanci	Jami'ar New York	Yanar gizo
Mai Binciken Muryar Covid	Tarin bayanai na sauti, ganewar asali	Murya	Jami'ar Carnegie Mellon	Yanar gizo
Mai tari	Tarin bayanai na sauti	Tari	Polycole Polytechnique Fédérale de Lausanne	Yanar gizo, Android
VoiceMed	Tarin bayanai na sauti, ganewar asali	Tari, numfashi da murya		Yanar gizo
Ganewa	Tarin bayanai na sauti	Tari		Yanar gizo		489 (7 Mayu 20)
Ciwon kumburi	Tarin bayanai na sauti	Tari, alamun COVID-19	Healthmode, Inc.	Yanar gizo, iOS ( https://coughmode.com Archived 2021-08-03 at the Wayback Machine )	Advarra Central IRB
Nazarin Muryar COVID-19	Tarin bayanai na sauti, shawarar likita	Murya	Kiwon Lafiya	Yanar gizo
Kuka da Covid	Tarin bayanan sauti don tabbatar da yuwuwar nunawa	Tari, Murya, Alamun	Wadhwani Institute for Artificial Intelligence	Yanar gizo	Gwamnatocin jihohi na Odisha, Bihar, Brihanmumbai Municipal Corporation
Virufy	Tarin bayanai na sauti	Kuka, murya	Jami'ar Stanford (mara izini)	Yanar gizo, Android, iOS		5000	Turanci, Spanish, Fotigal	https://github.com/virufy/covid

Manazarta

[1] Samfuri:Cite arXiv

[2] Samfuri:Cite arXiv

[3] Samfuri:Cite arXiv

[4] Samfuri:Cite arXiv

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