Uhlolojikelele
Izigxivizo zeminwe zomsindo zakha isiginesha yedijithali ehlangene, engazwani nomsindo ukuze ibonakale kamuva, ngisho nangomsindo wangemuva noma ukurekhodwa kwekhwalithi ephansi. Iwubuchwepheshe obusekela i-Shazam kanye nezinhlelo ze-content-ID.
I-Audio Fingerprinting ihlala ku-audio-AI workflows eguqula inkulumo, umculo, nomsindo wokuxhumana, ukufinyeleleka, nokukhiqizwa kwemidiya.
I-Deep Dive
Izigxivizo zeminwe zomsindo ziyisifinyezo esifingqiwe sezici ze-acoustic ezirekhodiwe ezihluke kakhulu, eziklanywe ngendlela yokuthi ingoma efanayo ikhiqize izigxivizo zeminwe ezifanayo naphezu komsindo, ukuminyanisa, noma imakrofoni yefoni. Indlela yakudala ye-Shazam yakha i-spectrogram, ithola amaza aphakeme endawo ('amaphoyinti okunamathisela okwehange' aqinile asinda ekuhlanekeni), futhi ihlanganisa iziqongo eziseduze zibe ama-hash afaka amafrikhwensi awo kanye negebe lesikhathi. Izigidi zalawa ma hashi zakha isizindalwazi eseshekayo. Ukuze uhlonze isiqeshana, izigxivizo zeminwe zesistimu ngendlela efanayo futhi zibheka ingoma ama-hashe ayo akleliswe ngesikhathi, okufanayo kwakha umugqa we-diagonal ongashintshi ku-scatterplot. Ngenxa yokuthi incike ebudlelwaneni obuphakeme obuhlobene kunomsindo ongahluziwe, ibekezelela umsindo ngokuphawulekayo futhi isebenza kusukela kumasekhondi ambalwa nje omsindo.
I-Technical Insight
Iqhinga ukuqina ngokusebenzisa sparsity. Esikhundleni sokuqhathanisa umsindo ogcwele, amasistimu esitayela se-Shazam agcina kuphela iziqongo ze-spectral, amaphuzu aphezulu kakhulu emvamisa yesikhathi okungenzeka ukuthi ambozwe wumsindo. Amapheya okuphakama aphenduka ama-hashes encoding (frequency1, frequency2, time-delta), okunikeza izigidigidi zezimpawu zomhlaba ezihlukile. Ukufanisa kubala ukuthi mangaki ama-hashe abelana ngesikhathi esifanayo phakathi kombuzo nereferensi, ngakho-ke ngisho nesiqeshana esinomsindo samasekhondi angu-5 sikhiqiza izimpawu zendawo eziqondaniswe ezanele ukuze kubhekwe isizindalwazi esiqinisekayo, esisheshayo.
Ukuphrinta Kweminwe Yomsindo
Izigxivizo zeminwe zomsindo zakha isiginesha yedijithali ehlangene, engazwani nomsindo ukuze ibonakale kamuva, ngisho nangomsindo wangemuva noma ukurekhodwa kwekhwalithi ephansi. Iwubuchwepheshe obusekela i-Shazam kanye nezinhlelo ze-content-ID. I-Audio Fingerprinting ihlala ku-audio-AI workflows eguqula inkulumo, umculo, nomsindo wokuxhumana, ukufinyeleleka, nokukhiqizwa kwemidiya. Ukuze wakhe ukuqonda okujulile, phatha i-Audio Fingerprinting njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela oyifunayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa Izigxivizo Zeminwe Yomsindo aphatha ikhwalithi, ukubambezeleka, kanye nemvume njengezingxenye ezibalulekile ngokulinganayo zesu lokuthumela. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi. Ngesikhathi esifanayo, ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyakhuphuka uma imvume ingekho. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi.
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane.
Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu.
Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
I-Shazam ne-SoundHound ehlonza ingoma edlala endaweni yokudlela enomsindo kusukela kumasekhondi ambalwa omsindo wefoni
I-Content ID ye-YouTube ifanisa amavidiyo alayishiwe ngokumelene nesizindalwazi sokuhlaba umkhosi umculo one-copyright
Isevisi yokuqapha yokusakaza ilandelela ukuthi ingoma noma isikhangiso sidlala kaningi kangakanani ezinkulungwaneni zeziteshi zomsakazo
Ama-Smart TV asebenzisa izigxivizo zeminwe zomsindo ukuze abone ukuthi yimuphi umbukiso odlala izibalo noma izici zesikrini sesibili
Amaphethini Okusebenzisa
I-Audio Fingerprinting iyasebenza
I-Shazam ne-SoundHound ehlonza ingoma edlala endaweni yokudlela enomsindo kusukela kumasekhondi ambalwa omsindo wefoni.
I-Shazam ne-SoundHound ehlonza ingoma edlala kukhefi enomsindo kusukela kumasekhondi ambalwa omsindo wefoni Amathimba ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Audio Fingerprinting iyasebenza
I-Content ID ye-YouTube ifanisa amavidiyo alayishiwe ngokumelene nesizindalwazi sokuhlaba umkhosi umculo one-copyright.
I-Content ID ye-YouTube efanisa amavidiyo alayishiwe enqolobaneni yolwazi yokuhlaba umkhosi Amaqembu omculo one-copyright ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, egcina indlela ekhuphukayo yabantu ezimweni ezingavamile, futhi alandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Audio Fingerprinting iyasebenza
Isevisi yokuqapha yokusakaza ilandelela ukuthi ingoma noma isikhangiso sidlala kaningi kangakanani ezinkulungwaneni zeziteshi zomsakazo.
Izinsiza zokuqapha ezisakaza zilandelela ukuthi ingoma noma isikhangiso sidlala kaningi kangakanani ezinkulungwaneni zeziteshi zomsakazo Amaqembu ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-Audio Fingerprinting iyasebenza
Ama-Smart TV asebenzisa izigxivizo zeminwe zomsindo ukuze abone ukuthi yimuphi umbukiso odlala izibalo noma izici zesikrini sesibili.
Ama-Smart TV asebenzisa izigxivizo zeminwe ezilalelwayo ukuze abone ukuthi yimuphi umbukiso odlalela izibalo noma izici zesikrini sesibili Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyanda uma imvume ingekho.
Ukunemba kungase kwehle kuzo zonke izinhlobo zokuphimisela, izilimi zesigodi, noma izindawo ezinomsindo.
Umsindo wokwenziwa ungenziwa iphutha njengenkulumo eyiqiniso ngaphandle kokulebula okucacile.
Ukuqalisa Umhlahlandlela
Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha.
Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva.
Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo.
Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele.
Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.