Incamake
Ibyiciro bya Acoustic (ASC) bitoza imashini kugirango bamenye ibidukikije byafashwe amajwi, umuhanda uhuze, parike ituje, gari ya moshi, cafe, biturutse kumajwi. Iha ibikoresho kumva 'aho biri' ukoresheje amajwi yonyine.
Ibyiciro bya Acoustic Ibyiciro byicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
ASC isaba icyitegererezo cyo guha clip amajwi yose kumurongo umwe wikirango uhereye kumiterere rusange yijwi kuruta ibyabaye byose. Bitandukanye nijwi ryerekana amajwi, ryerekana imbwa cyangwa siren yihariye, ASC icira imvange ibidukikije, hum, reverberation, nubucucike bwamajwi arenga. Sisitemu ihindura amajwi kuri log-mel yerekanwe kandi ikayigaburira kuri CNN cyangwa guhindura amajwi, akenshi ikoresha kongera amakuru nka mixup na SpecAugment kugirango irwanye bikabije kumibare mike. Ikibazo cya DCASE ngarukamwaka cyateje imbere iterambere, cyane cyane kubibazo bikomeye nko kudahuza ibikoresho (moderi yatojwe kuri mikoro ya terefone imwe ikananirwa ku yindi) no kubaka moderi ntoya, zifite ingufu nke zikoresha ku bikoresho byo ku nkombe.
Ubushishozi
Ingorabahizi yibanze ni uko amashusho asobanurwa nigihe kirekire cyimibare, ntabwo aribintu byigihe gito, bityo moderi ikomatanya ibiranga amasegonda menshi. Kugirango ubeho ibikoresho bitandukanye byafashwe amajwi, injeniyeri bakoresha amayeri yo kurwanya imihindagurikire y'ikirere hamwe no kongera ibikoresho-bigereranya kwigana mikoro inshuro nyinshi. Sisitemu nyinshi zatsindiye sisitemu ya DCASE igereranya ikanagabanya imiyoboro yabyo kugirango yuzuze ingengo yimikorere yibuka (akenshi munsi ya 128 KB), byerekana ko ASC ishobora gukora ku gikoresho idafite gutunganya ibicu.
Kumenya Acoustic Scene Itondekanya
Ibyiciro bya Acoustic (ASC) bitoza imashini kugirango bamenye ibidukikije byafashwe amajwi, umuhanda uhuze, parike ituje, gari ya moshi, cafe, biturutse kumajwi. Iha ibikoresho kumva 'aho biri' ukoresheje amajwi yonyine. Ibyiciro bya Acoustic Ibyiciro byicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugirango wubake byimbitse, fata Acoustic Scene Classification nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Acoustic Scene Classification ifata ubuziranenge, ubukererwe, no kwemererwa nkibice byingenzi byingamba zo kohereza. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mugihe kimwe, gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Ibikoresho byo kumva byerekana resitora yuzuye urusaku nicyumba gituje no guhindura urusaku mu buryo bwikora
Terefone zigendanwa zihindura 'umwirondoro' cyangwa 'hanze' umwirondoro ushingiye kumajwi y'ibidukikije
Kurinda ubuzima bwite sisitemu yubwenge-murugo yerekana ibikorwa byibyumba bivuye kumajwi kuruta amashusho
Ibikoresho byo gufata amajwi hamwe na bioacoustics ibikoresho byo gutondekanya amasaha yafashwe ukurikije ubwoko bwimiturire
Uburyo bwo Gushyira mu bikorwa
Ibyiciro bya Acoustic Ibyiciro mubikorwa
Ibikoresho byo kumva byerekana resitora yuzuye urusaku nicyumba gituje no guhindura urusaku mu buryo bwikora.
Imfashanyigisho zo kumva zerekana resitora yuzuye urusaku nicyumba gituje no guhindura igabanuka ryurusaku mu buryo bwikora Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ibyiciro bya Acoustic Ibyiciro mubikorwa
Terefone zigendanwa zihindura 'umwirondoro' cyangwa 'hanze' umwirondoro ushingiye kumajwi y'ibidukikije.
Terefone igendanwa ihinduranya 'ibinyabiziga' cyangwa 'hanze' ishingiye ku majwi y’ibidukikije Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ibyiciro bya Acoustic Ibyiciro mubikorwa
Kurinda ubuzima bwite sisitemu yubwenge-murugo yerekana ibikorwa byibyumba bivuye kumajwi kuruta amashusho.
Kurinda ubuzima bwite-sisitemu yubwenge yerekana ibikorwa byibyumba bivuye kumajwi aho kuba videwo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ibyiciro bya Acoustic Ibyiciro mubikorwa
Ibikoresho byo gufata amajwi hamwe na bioacoustics ibikoresho byo gutondekanya amasaha yafashwe ukurikije ubwoko bwimiturire.
Ibikoresho byo gufata amajwi hamwe na bioacoustics ibikoresho byo gutondekanya amasaha yo gufata amajwi kubwoko bwimiturire Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingaruka & Kurinda
Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.
Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.
Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.
Igishushanyo mbonera
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.