AI muWhale uye Marine Mammal Acoustics
AI inoongorora huwandu hukuru hweaudio yepasi pemvura kuti ione, kurongedza, uye kuronda mawhale nedzimwe mhuka dzemumvura nemafoni adzo.
Pfupiso
It matters for preventing ship strikes, reducing harmful noise, and understanding species we can rarely see.
Kudzika Kwakadzika
Gungwa harina kujeka kuchiedza asi rinotakura ruzha kwemazana emamaira, saka mhuka dzemugungwa dzinovimba nemanzwi, ndozvinoitawo masayendisiti. MaHydrophone, angave akasungirirwa, akadhonzwa, kana anozvimiririra, anorekodha achienderera, achigadzira materabytes ekuteerera. AI madetector akavakirwa paCNNs uye anodzokororwa kana etransformer modhi anotarisisa ma spectrograms kuti awane whale runhare pakati peruzha rwengarava, tsvaga mhando kubva kune siginicha inonzwika serwiyo rwehumpback kana kukwidziridzwa kwewhale whale, uye kunyange kusiyanisa maitiro ega ega esperm whales nema dolphin. Google Kushandira pamwe neNOAA kwakagadzira humpback whale classifiers kubva mumakumi emakore ekuPacific zvakarekodhwa. Pedyo-chaiyo-nguva yekuona inodyisa masisitimu anozivisa ngarava kuti dzinonoke, zvichibatsira kudzivirira zvakanyanya mungozi yeNorth Atlantic marwere ekurudyi kubva pakubonderana kunouraya.
Technical Insight
Sezvinoita shiri, kufona kunoshandurwa kuita spectrograms uye kunorongwa neakadzika network, asi kugadzika kwepasi pemvura kunowedzera zvipingamupinyi: low-frequency whale call inopindirana neinjini uye seismic-survey ruzha, kupararira kwezwi kunokanganisa zviratidzo, uye data rakanyorwa remhando dzisingawanzo kushomeka. MaDetector anowanzo kurongedzerwa kuyeuka kwakanyanya kuitira kuti mafoni arege kupotsa, ipapo vaongorori vevanhu vanosimbisa zvikamu zvakamisikidzwa. Mamwe masisitimu anomhanya pamabhuoys, achiendesa zvinoonekwa kumahombekombe munguva pfupi yapfuura.
Strategic Impact
Vaka sarudzo
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Team uye workflow
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Ngozi uye kuchengeteka
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Ramangwana reAI muWhale uye Marine Mammal Acoustics
Tarisira ma network ea smart buoys uye ma glider arikuonekwa ari pa-board uye anopenya chenjedzo kune vafambisi vezvikepe nemamaneja mukati memaminitsi. Mamodheru anozvitarisira anozodzidza kubva kune isina kunyorwa yegungwa redhiyo, inovandudza kutariswa kwemarudzi asina kudzidza. Zvirongwa zvakaita seProjekti CETI zvinovavarira kushandisa muchina kudzidza kugadzirisa chimiro chesperm whale kutaurirana. Yakasanganiswa ne passive acoustic density estimation, AI inogona kuunza inoenderera, yegungwa-bheseni-chiyero chehuwandu hwekutarisa uye ine simba, ruzha-inoziva kutakura manejimendi.
Real-World Implementation
Pedyo-chaiyo-chaiyo-chaiyo yekurudyi whale yekuona masisitimu anozivisa ngarava kuti dzinonoke uye dzidzivirire kudhumhana kubva kuU.S. East Coast.
Google uye NOAA yakagadzira AI classifiers kutsvaga nziyo dzehumpback whale mumakumi emakore ePacific hydrophone data.
Autonomous glider ine onboard detectors inoongorora kuvepo kwewhale munzvimbo dziri kure dzegungwa.
Project CETI inoshandisa muchina kudzidza kuongorora kutevedzana kwekudzvanya (codas) yesperm whales kuti vadzidze kutaurirana kwavo.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Ramba Uchiongorora
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Gaidhi rinotevera
Acoustic Echo Cancellation
Mibvunzo inowanzo bvunzwa
What is AI in Whale and Marine Mammal Acoustics?
AI inoongorora huwandu hukuru hweaudio yepasi pemvura kuti ione, kurongedza, uye kuronda mawhale nedzimwe mhuka dzemumvura nemafoni adzo. Izvo zvine basa pakudzivirira kurova kwengarava, kuderedza ruzha runokuvadza, uye kunzwisisa marudzi atisingawanzoona.
Sei zvine mutsindo, pane kuona, chiri musimboti wekudzidza mhuka dzemugungwa?
Chiedza chinodzima nekukurumidza pasi pemvura uku ruzha ruchifamba kwemazana emamaira, saka manzwi ndiyo nzira huru yekuona mhuka dzemugungwa dziri kure.
Ndeipi chaiyo-yepasirese kuchengetedza application inoshandisa pedyo-chaiyo-chaiyo-nguva whale yekuona?
Detection systems mureza uri mungozi yekurudyi whale uye kunyevera ngarava kuti dzideredze kumhanya, kuderedza njodzi yekurovera kunouraya.
Ndeapi masangano akabatana kuvaka humpback whale song classifiers kubva kuPacific zvakarekodhwa?
Google yakabatana neNOAA kushandisa AI kumakumi emakore ekurekodha pasi pemvura uye kuziva nziyo dzehumpback whale.
Nderipi dambudziko guru rakasiyana nekuona pasi pemvura acoustic?
Low-frequency mafoni anokwikwidza neinjini uye ruzha rwekuongorora, uye kuparadzira kunokanganisa masaini, kunetsa kuona.
Chinangwa cheProject CETI chekushandisa muchina kudzidza ndechei?
Project CETI inoshandisa muchina kudzidza kudhirodha chimiro chesperm whale codas kuti unzwisise zviri nani matauriro avanoita.