AI a cikin Whale da Marine Mammal Acoustics
AI na bincikar ɗimbin sauti na cikin ruwa don ganowa, rarrabewa, da bin diddigin whales da sauran dabbobi masu shayarwa na ruwa ta hanyar kiransu.
Dubawa
It matters for preventing ship strikes, reducing harmful noise, and understanding species we can rarely see.
Zurfafa nutsewa
Teku ba shi da haske ga haske amma yana ɗaukar sauti na ɗarurruwan mil, don haka dabbobi masu shayarwa na ruwa suna dogara da sauti, haka ma masana kimiyya. Wayoyin hannu na ruwa, ko an ɗora su, ko ja, ko a kan faifan faifai masu zaman kansu, suna yin rikodin ci gaba, suna samar da terabyte na sauti. Masu gano AI da aka gina akan CNNs kuma masu maimaitawa ko na'urorin canji suna bincika spectrograms don nemo kiran whale a cikin hayaniyar jirgin, gano nau'ikan sa hannu daga sautin sa hannu kamar waƙar humpback ko haɓakar whale na dama, har ma da bambanta nau'ikan danna kowane nau'in nau'in kifin whale da dolphins. Haɗin gwiwar Google tare da NOAA sun samar da nau'ikan nau'ikan whale na humpback daga shekaru da yawa na rikodin Pacific. Gano-kusa-lokaci yana ciyar da tsarin ciyarwa waɗanda ke faɗakar da jiragen ruwa don rage gudu, suna taimakawa kare haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin haƙƙin ɗan adam.
Fahimtar Fasaha
Kamar yadda yake a cikin tsuntsaye, ana juya kira zuwa spectrograms kuma ana rarraba su ta hanyar sadarwa mai zurfi, amma saitin ruwa yana ƙara cikas: ƙananan kira na whale sun zo tare da injin da hayaniyar binciken girgizar ƙasa, yaduwar sauti yana karkatar da sigina, kuma bayanan da aka yiwa lakabi don nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i. Sau da yawa ana sauraron masu ganowa don babban tunowa don haka ba a rasa kiran da aka yi ba, sannan masu nazarin ɗan adam sun tabbatar da ɓangarori masu alama. Wasu tsarin suna gudana akan buoys, suna watsa abubuwan ganowa zuwa gaɓar teku a kusa da ainihin lokaci.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Whale da Marine Mammal Acoustics
Yi tsammanin cibiyoyin sadarwa na buoys masu wayo da gliders waɗanda ke aiwatar da gano kan jirgin da faɗakarwa ga ma'aikatan ruwa da manajoji a cikin mintuna. Samfura masu kulawa da kansu za su koya daga sautin teku mara lakabi, inganta gano nau'ikan da ba a yi karatu ba. Ayyuka kamar Project CETI suna nufin yin amfani da koyan inji don warware tsarin sadarwar maniyyi whale. Haɗe tare da ƙididdige yawan sautin ƙararrawa, AI na iya sadar da ci gaba, sa ido kan yawan jama'a na teku da ƙarfi, sarrafa jigilar hayaniya.
Aiwatar da Gaskiyar Duniya
Tsarin gano kifin dama na kusa-kusa yana faɗakar da jiragen ruwa don rage gudu da guje wa karo a gabar Tekun Gabas ta Amurka.
Google da NOAA sun gina AI don nemo wakokin whale na humpback a cikin shekarun da suka gabata na bayanan ruwan tekun Pacific.
Masu sarrafa kansu tare da masu gano kan jirgin suna binciken kasancewar whale a cikin yankunan teku masu nisa.
Project CETI ya shafi koyon inji don nazarin latsa jerin (codas) na whales na maniyyi don nazarin sadarwar su.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
Acoustic Echo Cancellation
Tambayoyin da ake yawan yi
What is AI in Whale and Marine Mammal Acoustics?
AI na bincikar ɗimbin sauti na cikin ruwa don ganowa, rarrabewa, da bin diddigin whales da sauran dabbobi masu shayarwa na ruwa ta hanyar kiransu. Yana da mahimmanci don hana harin jirgi, rage hayaniya mai cutarwa, da fahimtar nau'ikan da ba za mu iya gani ba.
Me yasa sauti, maimakon hangen nesa, tsakiyar nazarin dabbobi masu shayarwa na ruwa?
Haske yana bushewa da sauri a ƙarƙashin ruwa yayin da sauti ke tafiya na ɗaruruwan mil, don haka sautin murya shine babbar hanyar gano dabbobi masu shayarwa na ruwa.
Wane aikace-aikacen aminci na duniya ke amfani da gano kifin kifin na kusa-lokaci?
Tutar tsarin ganowa na haifar da haɗari ga whales na dama kuma suna gargaɗin jiragen ruwa don rage gudu, rage haɗarin haɗarin haɗari.
Wadanne kungiyoyi ne suka hada kai don gina nau'ikan wakokin whale na humpback daga rikodin Pacific?
Google sun yi haɗin gwiwa tare da NOAA don amfani da AI zuwa shekaru da yawa na rikodin ruwa da gano waƙoƙin whale na humpback.
Menene babban ƙalubale na musamman ga gano sautin murya na ƙarƙashin ruwa?
Ƙananan kira yana gasa tare da injuna da hayaniyar bincike, kuma yadawa yana karkatar da sigina, yana wahalar ganowa.
Menene burin aikin CETI na amfani da na'ura?
Aikin CETI yana amfani da koyo na na'ura don ƙaddamar da tsarin maniyyi kodas don ƙarin fahimtar yadda suke sadarwa.