{"id":31911,"date":"2020-09-18T13:22:42","date_gmt":"2020-09-18T11:22:42","guid":{"rendered":"https:\/\/fotc.com\/speech-to-text-gcp-tutorial\/"},"modified":"2022-05-10T11:25:00","modified_gmt":"2022-05-10T09:25:00","slug":"speech-to-text-gcp-tutorial","status":"publish","type":"post","link":"https:\/\/fotc.com\/hu\/blog\/speech-to-text-gcp-tutorial\/","title":{"rendered":"A besz\u00e9d sz\u00f6vegbe val\u00f3 \u00e1talak\u00edt\u00e1sa a Google Cloud alap\u00fa Speech-to-Text alkalmaz\u00e1s\u00e1val [oktat\u00f3anyag]"},"content":{"rendered":"\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents collapsed\"><h2>  Tartalomjegyz\u00e9k    <\/h2><ul><li><a href=\"#h-besz-dr-l-sz-vegre-speech-to-text-a-google-cloud-szolg-ltat-sb-l-mi-ez\" data-level=\"2\">Besz\u00e9dr\u0151l sz\u00f6vegre (Speech-to-Text) a Google Cloud szolg\u00e1ltat\u00e1sb\u00f3l &#8211; mi ez?<\/a><\/li><li><a href=\"#h-a-besz-dr-l-sz-vegre-konvert-l-modellek-a-speech-to-text-szolg-ltat-sban\" data-level=\"2\">A besz\u00e9dr\u0151l sz\u00f6vegre konvert\u00e1l\u00f3 modellek a Speech-to-Text szolg\u00e1ltat\u00e1sban<\/a><\/li><li><a href=\"#h-a-besz-dr-l-sz-vegre-feldolgoz-si-szolg-ltat-s-haszn-lat-nak-m-djai\" data-level=\"2\">A besz\u00e9dr\u0151l sz\u00f6vegre feldolgoz\u00e1si szolg\u00e1ltat\u00e1s haszn\u00e1lat\u00e1nak m\u00f3djai<\/a><ul><li><a href=\"#h-gyf-lszolg-lati-t-mogat-s\" data-level=\"3\">\u00dcgyf\u00e9lszolg\u00e1lati t\u00e1mogat\u00e1s<\/a><\/li><li><a href=\"#h-hangvez-rl-s\" data-level=\"3\">Hangvez\u00e9rl\u00e9s<\/a><\/li><li><a href=\"#h-hangg-pel-s\" data-level=\"3\">Hangg\u00e9pel\u00e9s<\/a><\/li><li><a href=\"#h-multim-dia-t-r-s\" data-level=\"3\">Multim\u00e9dia \u00e1t\u00edr\u00e1s<\/a><\/li><li><a href=\"#h-ford-t-sok\" data-level=\"3\">Ford\u00edt\u00e1sok<\/a><\/li><li><a href=\"#h-p-lda-a-speech-to-text-haszn-lat-ra-a-castbox-platform-podcastokkal\" data-level=\"3\">P\u00e9lda a Speech-to-Text haszn\u00e1lat\u00e1ra \u2013 a Castbox platform podcastokkal<\/a><\/li><\/ul><\/li><li><a href=\"#h-mennyibe-ker-l-a-speech-to-text-a-gcp-ben\" data-level=\"2\">Mennyibe ker\u00fcl a Speech-to-Text a GCP-ben?<\/a><\/li><li><a href=\"#h-speech-to-text-tutorial\" data-level=\"2\">Speech-to-Text TUTORIAL<\/a><\/li><li><a href=\"#h-ellen-rizze-a-speech-to-text-ingyen-szerezzen-500-doll-ros-gcp-utalv-nyt\" data-level=\"2\">Ellen\u0151rizze a Speech-to-Text ingyen &#8211; szerezzen 500 doll\u00e1ros GCP-utalv\u00e1nyt<\/a><\/li><\/ul><\/div>\n\n\n\n<p><span>A besz\u00e9d sz\u00f6vegbe val\u00f3 \u00e1talak\u00edt\u00e1sa egy \u00e1tt\u00f6r\u00e9st jelent\u0151 technol\u00f3gia, amely n\u00f6veli az ember-g\u00e9p mindennapi interakci\u00f3 lehet\u0151s\u00e9geit. A technol\u00f3gia lehet\u0151v\u00e9 teszi, hogy a sz\u00e1m\u00edt\u00f3g\u00e9pek felismerj\u00e9k a besz\u00e9det \u00e9s reag\u00e1ljanak a kimondott parancsokra. Ez pedig sz\u00e1mos tev\u00e9kenys\u00e9g automatiz\u00e1l\u00e1s\u00e1t, a termel\u00e9kenys\u00e9get n\u00f6vel\u0151 eszk\u00f6z\u00f6k \u00e9s az \u00fcgyf\u00e9lszolg\u00e1latot t\u00e1mogat\u00f3 rendszerek l\u00e9trehoz\u00e1s\u00e1t jelenti.<\/span><br>\n<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 id=\"h-besz-dr-l-sz-vegre-speech-to-text-a-google-cloud-szolg-ltat-sb-l-mi-ez\"><span>Besz\u00e9dr\u0151l sz\u00f6vegre (Speech-to-Text) a Google Cloud szolg\u00e1ltat\u00e1sb\u00f3l &#8211; mi ez?<\/span><\/h2>\n\n\n\n<p><span>A Speech-to-Text (egyesek nevezik Voice-to-Text is) a <a href=\"https:\/\/fotc.com\/hu\/google-cloud-platform\/\" class=\"ek-link\">Google Cloud Platform<\/a> egyik szolg\u00e1ltat\u00e1sa.&nbsp;<\/span><b>A szolg\u00e1ltat\u00e1st automatiz\u00e1lt besz\u00e9d-sz\u00f6veg feldolgoz\u00e1sra, azaz \u00e1t\u00edr\u00e1sra haszn\u00e1lj\u00e1k<\/b><span>. Fejlett g\u00e9pi tanul\u00e1si modelleket haszn\u00e1l a Google-t\u00f3l, \u00e9s lehet\u0151v\u00e9 teszi, hogy <\/span><b>t\u00f6bb mint 125 nyelven \u00e9s nyelvj\u00e1r\u00e1sban<\/b><span> \u00edrjon \u00e1t. A Speech-to-Text szolg\u00e1ltat\u00e1s <\/span><b>API-k\u00e9nt jelenik meg<\/b><span> (alkalmaz\u00e1sprogramoz\u00e1si fel\u00fclet, amely lehet\u0151v\u00e9 teszi a rendszer csatlakoztat\u00e1s\u00e1t egy m\u0171k\u00f6d\u0151 eszk\u00f6zzel \u00e9s a funkci\u00f3k haszn\u00e1lat\u00e1t a saj\u00e1t alkalmaz\u00e1s\u00e1ban). Ennek eredm\u00e9nyek\u00e9nt egy m\u00e1r m\u0171k\u00f6d\u0151 \u00e9s bev\u00e1lt szolg\u00e1ltat\u00e1s viszonylag alacsony k\u00f6lts\u00e9ggel megval\u00f3s\u00edthat\u00f3 b\u00e1rmely term\u00e9kben (az alkalmaz\u00e1s m\u0171szaki k\u00f6vetelm\u00e9nyekhez val\u00f3 igaz\u00edt\u00e1sa ut\u00e1n).<\/span><\/p>\n\n\n\n<p><span>A Speech-to-Text k\u00e9tf\u00e9lek\u00e9ppen k\u00e9pes feldolgozni a besz\u00e9det:<\/span><\/p>\n\n\n\n<ul><li aria-level=\"1\"><span>val\u00f3s id\u0151ben, amikor <\/span><b>a felhaszn\u00e1l\u00f3 akt\u00edv szolg\u00e1ltat\u00e1ssal besz\u00e9lget<\/b><span> az alkalmaz\u00e1ssal,<\/span><\/li><li aria-level=\"1\"><span>vagy <\/span><b>\u00e1t\u00edrhatja a besz\u00e9det<\/b><span> egy felt\u00f6lt\u00f6tt audio- vagy videof\u00e1jlb\u00f3l.<\/span><\/li><\/ul>\n\n\n\n<p><span>A szolg\u00e1ltat\u00e1s megbirk\u00f3zik ak\u00e1r rendk\u00edv\u00fcl ipar\u00e1gi specifikus kifejez\u00e9sek \u00e9s terminusok \u00e1t\u00edr\u00e1s\u00e1val is. Az oszt\u00e1lyok haszn\u00e1lat\u00e1nak k\u00f6sz\u00f6nhet\u0151en a &#8220;kimondott&#8221; sz\u00e1mokat, c\u00edmeket vagy d\u00e1tumokat a c\u00e9l jel\u00f6l\u00e9ss\u00e9 is konvert\u00e1lja (pl. <\/span><i><span>\u00f6tvenh\u00e1rom<\/span><\/i><span> 53-k\u00e9nt lesz \u00edrva).<\/span><\/p>\n\n\n\n<p><span>A kont\u00e9nerekben l\u00e9trehozott, a <\/span><span>Google Kubernetes Engine<\/span><span> szintj\u00e9r\u0151l kezelt alkalmaz\u00e1s eset\u00e9ben a Speech-to-Text szolg\u00e1ltat\u00e1st haszn\u00e1lhatja a helysz\u00edni modellben (a Speech-to-Text On-Prem szolg\u00e1ltat\u00e1s premierje bejelentette a <\/span><span>Google Cloud Next &#8217;20: OnAir<\/span><span> konferencia sor\u00e1n). A szolg\u00e1ltat\u00e1s t\u00e1rol\u00f3k\u00e9nt van telep\u00edtve az alkalmaz\u00e1sba, \u00e9s ezut\u00e1n helyi k\u00f6rnyezetben haszn\u00e1lhat\u00f3. Ez a megold\u00e1s k\u00fcl\u00f6n\u00f6sen azoknak a szervezeteknek lesz hasznos, amelyeknek be kell tartaniuk a t\u00f6rv\u00e9nyi el\u0151\u00edr\u00e1sokat \u00e9s korl\u00e1tozniuk kell a felh\u0151alap\u00fa sz\u00e1m\u00edt\u00e1st.<\/span><\/p>\n\n\n\n<p><span>N\u00e9zze meg:&nbsp;<\/span><a href=\"https:\/\/fotc.com\/hu\/blog\/multi-cloud-felho-elonyei-hatranyai\/\"><span>On-premise, mag\u00e1n, \u00e1llami, hibrid felh\u0151 \u00e9s multi-cloud \u2013 ezek a megold\u00e1sok el\u0151nyei \u00e9s h\u00e1tr\u00e1nyai&nbsp;<\/span><\/a><\/p>\n\n\n\n<h2 id=\"h-a-besz-dr-l-sz-vegre-konvert-l-modellek-a-speech-to-text-szolg-ltat-sban\"><span>A besz\u00e9dr\u0151l sz\u00f6vegre konvert\u00e1l\u00f3 modellek<\/span> <span>a Speech-to-Text szolg\u00e1ltat\u00e1sban<\/span><\/h2>\n\n\n\n<p><span>A szolg\u00e1ltat\u00e1s k\u00fcl\u00f6nf\u00e9le \u00e1t\u00edr\u00e1si modelleket k\u00edn\u00e1l, a felv\u00e9telek vagy a hangforr\u00e1sok t\u00edpus\u00e1hoz igaz\u00edtva. Jelenleg n\u00e9gy modell kaphat\u00f3:<\/span><\/p>\n\n\n\n<ul><li aria-level=\"1\"><b>alap\u00e9rtelmezett automatikus besz\u00e9dfelismer\u00e9s <\/b><span>(<\/span><i><span>ASR: Default<\/span><\/i><span>) \u2013 ez a modell hosszabb hangfelv\u00e9telek \u00e1t\u00edr\u00e1s\u00e1ra haszn\u00e1lhat\u00f3, egyetlen hangsz\u00f3r\u00f3 hangj\u00e1val; ez a modell 16 000 Hz vagy nagyobb frekvenci\u00e1j\u00fa felv\u00e9telekkel m\u0171k\u00f6dik a legjobban,<\/span><\/li><li><b>automatikus besz\u00e9dfelismer\u00e9s parancsokhoz \u00e9s keres\u00e9sekhez <\/b><span>(<\/span><i><span>ASR: Command and search<\/span><\/i><span><span>) &#8211; r\u00f6vid felv\u00e9telek, p\u00e9ld\u00e1ul egy alkalmaz\u00e1snak k\u00fcld\u00f6tt hangparancsok \u00e1t\u00edr\u00e1s\u00e1ra szolg\u00e1l\u00f3 modell,<\/span><\/span><\/li><li><b>vide\u00f3 \u00e1t\u00edr\u00e1s <\/b><span>(<\/span><i><span>Video<\/span><\/i><span>) \u2013 a besz\u00e9db\u0151l sz\u00f6vegg\u00e9 t\u00f6rt\u00e9n\u0151 feldolgoz\u00e1s modellje video anyagokb\u00f3l, amelyben sok el\u0151ad\u00f3 regisztr\u00e1lva van; a legjobb kezeli a felv\u00e9teleket vagy a streaminget 16 000 Hz vagy ann\u00e1l magasabb frekvenci\u00e1n; ez egy pr\u00e9mium modell \u00e9s k\u00f6lts\u00e9ge magasabb, mint az ASR automatikus besz\u00e9dfelismer\u0151 modellek\u00e9,<\/span><\/li><li><span><b>telefonbesz\u00e9lget\u00e9s felv\u00e9tele <\/b>(<i>Phone call<\/i>) \u2013 telefonbesz\u00e9lget\u00e9sek \u00e1t\u00edr\u00e1s\u00e1ra tervezett modell; a legjobban t\u00e1mogatja a 8000 Hz-es felv\u00e9teleket; ez egy pr\u00e9mium modell, dr\u00e1g\u00e1bb, mint az ASR modellek.<\/span><\/li><\/ul>\n\n\n\n<p><span>A modelleknek k\u00f6sz\u00f6nhet\u0151en a besz\u00e9dfeldolgoz\u00f3 szolg\u00e1ltat\u00e1st az alkalmaz\u00e1s c\u00e9lj\u00e1hoz lehet igaz\u00edtani. M\u00e1s modell ker\u00fcl kiv\u00e1laszt\u00e1sra a streaming p\u00e9ld\u00e1nyok l\u00e9trehoz\u00e1s\u00e1hoz, egy m\u00e1sik a forr\u00f3dr\u00f3ton dolgoz\u00f3 \u00fcgyf\u00e9lszolg\u00e1lati \u00fcgyn\u00f6k\u00f6k t\u00e1mogat\u00e1si eszk\u00f6z\u00e9hez, \u00e9s egy m\u00e1sik az alkalmaz\u00e1s hangparancsok haszn\u00e1lat\u00e1hoz.<\/span><\/p>\n\n\n\n<h2 id=\"h-a-besz-dr-l-sz-vegre-feldolgoz-si-szolg-ltat-s-haszn-lat-nak-m-djai\"><span>A besz\u00e9dr\u0151l sz\u00f6vegre feldolgoz\u00e1si szolg\u00e1ltat\u00e1s haszn\u00e1lat\u00e1nak m\u00f3djai<\/span><\/h2>\n\n\n\n<p><span>A Speech-to-Text sok lehet\u0151s\u00e9get nyit meg, \u00e9s az \u00e1t\u00edr\u00e1si modellek lehet\u0151v\u00e9 teszik a szolg\u00e1ltat\u00e1s sokf\u00e9le alkalmaz\u00e1sban val\u00f3 haszn\u00e1lat\u00e1t. A Speech-to-Text haszn\u00e1lhat\u00f3 t\u00f6bbek k\u00f6z\u00f6tt automatiz\u00e1l\u00e1sban vagy \u00fcgyf\u00e9lszolg\u00e1latban, val\u00f3s idej\u0171 vide\u00f3\u00e1t\u00edr\u00e1sban vagy hangutas\u00edt\u00f3 alkalmaz\u00e1sok kiad\u00e1s\u00e1ban. \u00cdme n\u00e9h\u00e1ny olyan forgat\u00f3k\u00f6nyv, ahol a Speech-to-Text nagy szerepe lesz.<\/span><\/p>\n\n\n\n<h3 id=\"h-gyf-lszolg-lati-t-mogat-s\"><span>\u00dcgyf\u00e9lszolg\u00e1lati t\u00e1mogat\u00e1s<\/span><\/h3>\n\n\n\n<p><span>A Speech-to-Text az egyik alapvet\u0151 Contact Center AI szolg\u00e1ltat\u00e1s &#8211; a Google Cloud k\u00e9szlete \u00fcgyf\u00e9lszolg\u00e1lati megold\u00e1sok k\u00e9sz\u00edt\u00e9s\u00e9hez mesters\u00e9ges intelligencia seg\u00edts\u00e9g\u00e9vel.<\/span><\/p>\n\n\n\n<p><span>A Speech-to-Text (\u00e9s a Contact Center AI portf\u00f3li\u00f3 egy\u00e9b szolg\u00e1ltat\u00e1sai) seg\u00edts\u00e9g\u00e9vel l\u00e9trehozhat egy <\/span><b>t\u00e1mogat\u00e1si rendszert t\u00f6bbek k\u00f6z\u00f6tt a forr\u00f3dr\u00f3ton dolgoz\u00f3 tan\u00e1csad\u00f3k<\/b><span> sz\u00e1m\u00e1ra. A rendszer a besz\u00e9lget\u00e9s val\u00f3s idej\u0171 \u00e1t\u00edr\u00e1s\u00e1val, a p\u00e1rbesz\u00e9dek elemz\u00e9s\u00e9vel \u00e9s az \u00fcgyf\u00e9l sz\u00e1nd\u00e9kainak elolvas\u00e1s\u00e1val biztos\u00edtja a szolg\u00e1ltat\u00f3 \u00fcgyn\u00f6k sz\u00e1m\u00e1ra a sz\u00fcks\u00e9ges anyagokat \u00e9s utas\u00edt\u00e1sokat a besz\u00e9lget\u00e9s folytat\u00e1s\u00e1hoz. A szolg\u00e1ltat\u00e1s <\/span><b>felhaszn\u00e1lhat\u00f3 egy IVR<\/b><span> (<\/span><i><span>interactive voice response<\/span><\/i><span>) rendszer fel\u00e9p\u00edt\u00e9s\u00e9re &#8211; egy automatikus \u00fcgyf\u00e9lk\u00f6zpont, az \u00fcgyf\u00e9l \u00e1ltal m\u0171k\u00f6dtetett hang, amely seg\u00edt megoldani az egyszer\u0171 probl\u00e9m\u00e1kat, \u00e9s nehezebb k\u00e9rd\u00e9sek eset\u00e9n \u00e1tir\u00e1ny\u00edtja a besz\u00e9lget\u0151t egy tan\u00e1csad\u00f3hoz.<\/span><\/p>\n\n\n\n<p><span>N\u00e9zze meg:&nbsp;<\/span><a href=\"https:\/\/fotc.com\/hu\/blog\/google-cloud-platform-mesterseges-intelligencia\/\"><span>Hogyan t\u00e1mogatja a Google Cloud Platform \u00e9s a mesters\u00e9ges intelligencia az e-kereskedelmet<\/span><\/a><\/p>\n\n\n\n<h3 id=\"h-hangvez-rl-s\"><span>Hangvez\u00e9rl\u00e9s<\/span><\/h3>\n\n\n\n<p><span>A Speech-to-Text lehet\u0151v\u00e9 teszi hangparancsok v\u00e9grehajt\u00e1s\u00e1t \u00e9s az alkalmaz\u00e1s besz\u00e9d seg\u00edts\u00e9g\u00e9vel t\u00f6rt\u00e9n\u0151 vez\u00e9rl\u00e9s\u00e9t. M\u00e9g dedik\u00e1lt \u00e1t\u00edr\u00e1si modellje is van &#8211; ASR: Command and Search. A szolg\u00e1ltat\u00e1s haszn\u00e1lat\u00e1nak k\u00f6sz\u00f6nhet\u0151en az alkalmaz\u00e1s k\u00e9pes kezelni a hangutas\u00edt\u00e1sokat vagy megv\u00e1laszolni a k\u00e9rd\u00e9seket, p\u00e9ld\u00e1ul &#8220;lej\u00e1tszani egy m\u00e1sik filmet a sorb\u00f3l&#8221;, &#8220;n\u00f6velni a hanger\u0151t&#8221; vagy &#8220;ellen\u0151rizni szombaton a M\u00e1tra-hegys\u00e9g id\u0151j\u00e1r\u00e1s\u00e1t&#8221;. A szolg\u00e1ltat\u00e1s megval\u00f3s\u00edthat\u00f3 a t\u00e1rgyak internete technol\u00f3gi\u00e1kat alkalmaz\u00f3 alkalmaz\u00e1sokban is (p\u00e9ld\u00e1ul a <\/span><span>Google Cloud IoT platformon<\/span><span> hozhat\u00f3 l\u00e9tre), amelyek lehet\u0151v\u00e9 teszik a felhaszn\u00e1l\u00f3k sz\u00e1m\u00e1ra, hogy hangalap\u00fa eszk\u00f6z\u00f6kkel ir\u00e1ny\u00edts\u00e1k az intelligens eszk\u00f6z\u00f6ket.<\/span><\/p>\n\n\n\n<h3 id=\"h-hangg-pel-s\"><span>Hangg\u00e9pel\u00e9s<\/span><\/h3>\n\n\n\n<p><span>A hangos feljegyz\u00e9sek k\u00e9sz\u00edt\u00e9se egyesek sz\u00e1m\u00e1ra isteni elad\u00e1s. A sz\u00f6veges dikt\u00e1l\u00e1s m\u00e1r sz\u00e1mos alkalmaz\u00e1sban el\u00e9rhet\u0151, bele\u00e9rtve <\/span><b>a Google Dokumentumok vagy a Di\u00e1k<\/b><span> a <\/span><a href=\"https:\/\/fotc.com\/hu\/google-workspace\/\"><span>Google Workspace-ben (kor\u00e1bban G Suite)<\/span><\/a><span>.<\/span><\/p>\n\n\n\n<h3 id=\"h-multim-dia-t-r-s\"><span>Multim\u00e9dia \u00e1t\u00edr\u00e1s<\/span><\/h3>\n\n\n\n<p><span>A Speech-to-Text lehet\u0151v\u00e9 teszi, hogy val\u00f3s id\u0151ben feliratokat adjon vide\u00f3ihoz. A szolg\u00e1ltat\u00e1s seg\u00edts\u00e9g\u00e9vel \u00e1t\u00edrhatja a r\u00f6gz\u00edtett anyagot, \u00e9s indexelheti egy podcast vagy besz\u00e9d tartalm\u00e1t, amely lehet\u0151v\u00e9 teszi <\/span><b>az anyag el\u00e9rhet\u0151s\u00e9g\u00e9nek n\u00f6vel\u00e9s\u00e9t<\/b><span>. A film feliratai <\/span><b>pozit\u00edv hat\u00e1ssal lesznek a c\u00edmzett \u00e9lm\u00e9ny\u00e9re is<\/b><span> &#8211; a k\u00f6z\u00f6ss\u00e9gi m\u00e9dia felhaszn\u00e1l\u00f3i t\u00falnyom\u00f3 t\u00f6bbs\u00e9ge an\u00e9lk\u00fcl n\u00e9z filmeket, hogy a hang be lenne kapcsolva.<\/span><\/p>\n\n\n\n<h3 id=\"h-ford-t-sok\"><span>Ford\u00edt\u00e1sok<\/span><\/h3>\n\n\n\n<p><span>A Speech-to-Text egyike azoknak a szolg\u00e1ltat\u00e1soknak, amelyek t\u00e1mogatj\u00e1k a ford\u00edt\u00e1st &#8211; egyidej\u0171leg vagy a filmhez hozz\u00e1adott feliratok form\u00e1j\u00e1ban. Ennek oka, hogy a ford\u00edt\u00f3 alkalmaz\u00e1s el\u0151sz\u00f6r \u00e1t\u00edrja \u00e9s leford\u00edtja a sz\u00f6veget, nem pedig k\u00f6zvetlen\u00fcl a hangot. Ennek eredm\u00e9nyek\u00e9nt <\/span><b>lengyel vagy angol feliratokat jelen\u00edthet\u00fcnk meg idegen nyelven<\/b><span>, vagy haszn\u00e1lhatunk <\/span><span>egyidej\u0171 ford\u00edt\u00f3t a Google Seg\u00e9dben<\/span><span>.<\/span><\/p>\n\n\n\n<h3 id=\"h-p-lda-a-speech-to-text-haszn-lat-ra-a-castbox-platform-podcastokkal\"><span>P\u00e9lda a Speech-to-Text haszn\u00e1lat\u00e1ra \u2013 a Castbox platform podcastokkal<\/span><\/h3>\n\n\n\n<p><span>A Castbox egy hongkongi v\u00e1llalat &#8211; a r\u00e9gi\u00f3 legnagyobb podcasting platformja (naponta k\u00f6r\u00fclbel\u00fcl 2 milli\u00f3 felhaszn\u00e1l\u00f3 haszn\u00e1lja). Alkalmaz\u00e1s\u00e1ban k\u00f6zel 100 milli\u00f3 felv\u00e9telt biztos\u00edt &#8211; podcast epiz\u00f3dokat \u00e9s hangosk\u00f6nyveket t\u00f6bb mint 70 nyelven. <\/span><b>A Castbox megk\u00fcl\u00f6nb\u00f6zteti az \u00f6sszes megosztott felv\u00e9tel \u00e1t\u00edr\u00e1s\u00e1t, a tartalom indexel\u00e9s\u00e9t \u00e9s lehet\u0151v\u00e9 teszi az egyes epiz\u00f3dok t\u00f6red\u00e9keinek keres\u00e9s\u00e9t kifejez\u00e9sek \u00e9s kulcsszavak alapj\u00e1n<\/b><span>.<\/span><\/p>\n\n\n\n<p><span>A Castbox a Google Cloud Platform szolg\u00e1ltat\u00e1sainak k\u00f6sz\u00f6nhet\u0151en napi k\u00f6r\u00fclbel\u00fcl 20 \u00f3r\u00e1nyi felv\u00e9telt k\u00e9pes \u00e1t\u00edrni, 96%-os hat\u00e9konys\u00e1ggal a besz\u00e9d-sz\u00f6veg \u00e1talak\u00edt\u00e1sban.<\/span><\/p>\n\n\n\n<h2 id=\"h-mennyibe-ker-l-a-speech-to-text-a-gcp-ben\"><span>Mennyibe ker\u00fcl a Speech-to-Text a GCP-ben?<\/span><\/h2>\n\n\n\n<p><b>Minden h\u00f3nap els\u0151 60 perce ingyenes. <\/b><span>Egy \u00f3ra felett a k\u00f6vetkez\u0151 15 m\u00e1sodperc fogyaszt\u00e1s\u00e9rt felsz\u00e1m\u00edt\u00e1sra ker\u00fcl.<\/span><\/p>\n\n\n\n<p><span>Az automatikus besz\u00e9dfelismer\u0151 modellek eset\u00e9n (<\/span><i><span>ASR: Default&nbsp;<\/span><\/i><span>oraz&nbsp;<\/span><i><span>ASR: Command and search<\/span><\/i><span>) csak&nbsp;<\/span><b>0,006 $ minden 15 masodperc<\/b><span>.<\/span><\/p>\n\n\n\n<p><span>A pr\u00e9mium modellek eset\u00e9n (<\/span><i><span>Video&nbsp;<\/span><\/i><span>\u00e9s&nbsp;<\/span><i><span>Phone Call<\/span><\/i><span>) nem m\u00e1s, mint <\/span><b>0,009 $ minden 15 masodperc<\/b><span>.<\/span><\/p>\n\n\n\n<h2 id=\"h-speech-to-text-tutorial\">Speech-to-Text TUTORIAL<\/h2>\n\n\n\n<p><span>A Speech-to-Text megval\u00f3s\u00edt\u00e1s\u00e1hoz Google Cloud Platform-fi\u00f3kra van sz\u00fcks\u00e9g.<\/span><\/p>\n\n\n\n<p><span>Itt megtudhatja, <a href=\"https:\/\/fotc.com\/hu\/blog\/fiokunkat-google-cloud-platform\/\">hogyan <\/a><\/span><span>hozhat l\u00e9tre fi\u00f3kot a GCP-n<\/span><span>.<\/span><\/p>\n\n\n\n<p><span>Menj a <\/span><a href=\"https:\/\/console.cloud.google.com\/getting-started\" rel=\"nofollow\"><span>konzolhoz<\/span><\/a><span>. Hozzon l\u00e9tre egy \u00faj projektet, \u00e9s eml\u00e9kezzen az ID azonos\u00edt\u00f3j\u00e1ra.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43626\"\/><\/figure>\n\n\n\n<p><span>Az oldals\u00e1von (bal oldali men\u00fc) v\u00e1lassza a&nbsp;<\/span><i><span>APIs &amp; Services \/ Dashboard&nbsp; <\/span><\/i><span>lehet\u0151s\u00e9get<\/span><i><span>.<\/span><\/i><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43633\"\/><\/figure>\n\n\n\n<p><span>V\u00e1lassza az&nbsp;<\/span><i><span>ENABLE APIS AND SERVICES <\/span><\/i><span>opci\u00f3t<\/span><i><span>.<\/span><\/i><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43584\"\/><\/figure>\n\n\n\n<p><span>Keresse a&nbsp;<\/span><i><span>Cloud Speech API <\/span><\/i><span>lehet\u0151s\u00e9get<\/span><i><span>.<\/span><\/i><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-1024x575.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43612\"\/><\/figure>\n\n\n\n<p><span>Kattintson ide&nbsp;<\/span><i><span>Enable<\/span><\/i><span>&nbsp;\u00e9s v\u00e1rjon n\u00e9h\u00e1ny m\u00e1sodpercet.<\/span><\/p>\n\n\n\n<p><span>Ind\u00edtsa el a Cloud Shell alkalmaz\u00e1st. A Cloud Shell aktiv\u00e1l\u00e1s\u00e1hoz kattintson a s\u00e1v jobb fels\u0151 sark\u00e1ban l\u00e9v\u0151 ikonra.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43605\"\/><\/figure>\n\n\n\n<p><span>V\u00e1rja meg a <\/span><i><span>user@project:~$ <\/span><\/i><span>projekt megkezd\u00e9s\u00e9t<\/span><i><span>.<\/span><\/i><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-1024x225.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43598\"\/><\/figure>\n\n\n\n<p><span>Ezut\u00e1n gener\u00e1ljon API-kulcsot a k\u00e9r\u00e9sek tov\u00e1bb\u00edt\u00e1s\u00e1hoz. Kulcs l\u00e9trehoz\u00e1s\u00e1hoz l\u00e9pjen a k\u00f6vetkez\u0151re: <\/span><i><span>APIs &amp; Services \u2013 Credentials.<\/span><\/i><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43619\"\/><\/figure>\n\n\n\n<p><span>V\u00e1lassza a <\/span><i><span>Create credentials&nbsp;<\/span><\/i><span>l\u00e9trehoz\u00e1sa lehet\u0151s\u00e9get, majd kattintson a leg\u00f6rd\u00fcl\u0151 men\u00fc<\/span><i><span> API key <\/span><\/i><span>kulcs\u00e1ra.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43577\"\/><\/figure>\n\n\n\n<p><span>M\u00e1solja a most l\u00e9trehozott kulcsot. A Cloudshellben \u00edrja be a <\/span><i><span>export<\/span><\/i><span> parancsot. Cser\u00e9lje le a<\/span><i><span> your_api_key<\/span><\/i><span>&nbsp;kulcsot a l\u00e9trehozott kulcsra.<\/span><\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">export API_KEY=YOUR_API_KEY<\/pre>\n\n\n\n<p><span>\u00d6ssze\u00e1ll\u00edthat egy k\u00e9r\u00e9st a szolg\u00e1ltat\u00e1s API-hoz a <\/span><i><span>request.json<\/span><\/i><span> f\u00e1jlban<\/span> <span>. A f\u00e1jl l\u00e9trehoz\u00e1s\u00e1hoz haszn\u00e1lhatja a Cloud Shellbe \u00e9p\u00edtett k\u00f3dszerkeszt\u0151t:<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3.png\" alt=\"Speech-to-Text tutorial\" class=\"wp-image-43591\"\/><\/figure>\n\n\n\n<p><span>Hozzon l\u00e9tre egy <\/span><i><span>request.json<\/span><\/i><span>&nbsp;nev\u0171 f\u00e1jlt a saj\u00e1t k\u00f6nyvt\u00e1r\u00e1ban, \u00e9s adja hozz\u00e1 a k\u00f6vetkez\u0151ket:<\/span><\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">{\nconfig: {\nencoding: FLAC,languageCode: en-US\n},\naudio: {\nuri:gs:\/\/cloud-samples-tests\/speech\/brooklyn.flac\n}\n}\n<\/pre>\n\n\n\n<p><span>A konzolba \u00edrja be a k\u00f6vetkez\u0151 parancsot (egy sorban):<\/span><\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">curl -s -X POST -H Content-Type: application\/json --data-binary @request.json https:\/\/speech.googleapis.com\/v1\/speech:recognize?key=${API_KEY}<\/pre>\n\n\n\n<p><span>A v\u00e1lasznak \u00edgy kell kin\u00e9znie:<\/span><\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">{\nresults: [\n{\nalternatives: [\n{\ntranscript: how old is the Brooklyn Bridge,\nconfidence: 0.98267895\n}\n]\n}\n]\n}<\/pre>\n\n\n\n<p><span>A <\/span><i><span>transcript<\/span><\/i><span> \u00e9rt\u00e9ke tartalmazza a szolg\u00e1ltat\u00e1s \u00e1ltal el\u0151\u00e1ll\u00edtott <\/span><i><span>brooklyn.flac<\/span><\/i><span> hangf\u00e1jl \u00e1t\u00edr\u00e1st. A <\/span><i><span>confidence<\/span><\/i><span> jelzi annak val\u00f3sz\u00edn\u0171s\u00e9g\u00e9t, hogy az API helyesen ismeri fel \u00e9s alak\u00edtja \u00e1t a besz\u00e9det sz\u00f6vegg\u00e9.<\/span><\/p>\n\n\n\n<p><span>\u00c9s ennyi! A Speech-to-Text API \u00edgy m\u0171k\u00f6dik.<\/span><\/p>\n\n\n\n<h2 id=\"h-ellen-rizze-a-speech-to-text-ingyen-szerezzen-500-doll-ros-gcp-utalv-nyt\"><span>Ellen\u0151rizze a Speech-to-Text ingyen &#8211; szerezzen 500 doll\u00e1ros GCP-utalv\u00e1nyt<\/span><\/h2>\n\n\n\n<p><span>A Speech-to-Text <\/span><i><span>a Google Cloud Platform \u00e1ltal k\u00edn\u00e1lt sz\u00e1mos szolg\u00e1ltat\u00e1s egyike<\/span><\/i><span>. Az\u00e1ltal, hogy infrastrukt\u00far\u00e1t hoz l\u00e9tre a felh\u0151n a Google-t\u00f3l, k\u00e9nyelmes \u00e9s stabil m\u00f3don fejlesztheti \u00e9s m\u00e9retezheti alkalmaz\u00e1s\u00e1t. Ingyenesen t\u00e1j\u00e9koz\u00f3dhat a GCP \u00e1ltal k\u00edn\u00e1lt szolg\u00e1ltat\u00e1sokr\u00f3l \u00e9s lehet\u0151s\u00e9gekr\u0151l, a tan\u00fas\u00edtott Cloud Architects t\u00e1mogat\u00e1s\u00e1val. <\/span><b>A FOTC Google Cloud Premier partnerk\u00e9nt 500 doll\u00e1ros utalv\u00e1nyt ad az \u00fcgyfeleknek a Google platform b\u00e1rmely szolg\u00e1ltat\u00e1s\u00e1hoz.<\/b><\/p>\n\n\n\n<p><a href=\"https:\/\/fotc.com\/hu\/google-cloud-platform\/\"><span>Tov\u00e1bbi inform\u00e1ci\u00f3 a Google Cloud Platformr\u00f3l<\/span><\/a><span><br>\n<\/span><a href=\"https:\/\/fotc.com\/hu\/kapcsolat\/\"><span>Vegye fel vel\u00fcnk a kapcsolatot, ha 500 doll\u00e1ros GCP-utalv\u00e1nyt szeretne kapni<\/span><\/a><\/p>\n\n\n\n<div id=\"gtx-trans\" style=\"position: absolute; left: -29px; top: 7544.01px;\">\n<div class=\"gtx-trans-icon\"><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>A besz\u00e9d sz\u00f6vegbe val\u00f3 \u00e1talak\u00edt\u00e1sa egy \u00e1tt\u00f6r\u00e9st jelent\u0151 technol\u00f3gia, amely n\u00f6veli az ember-g\u00e9p mindennapi interakci\u00f3 lehet\u0151s\u00e9geit. A technol\u00f3gia lehet\u0151v\u00e9 teszi, hogy a sz\u00e1m\u00edt\u00f3g\u00e9pek felismerj\u00e9k a besz\u00e9det \u00e9s reag\u00e1ljanak a kimondott parancsokra. Ez pedig sz\u00e1mos tev\u00e9kenys\u00e9g automatiz\u00e1l\u00e1s\u00e1t, a termel\u00e9kenys\u00e9get n\u00f6vel\u0151 eszk\u00f6z\u00f6k \u00e9s az \u00fcgyf\u00e9lszolg\u00e1latot t\u00e1mogat\u00f3 rendszerek l\u00e9trehoz\u00e1s\u00e1t jelenti.<\/p>\n","protected":false},"author":13,"featured_media":5497,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":6,"_editorskit_typography_data":[],"_editorskit_blocks_typography":"","_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}"},"categories":[561],"tags":[449,139,157],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v16.7 (Yoast SEO v19.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A besz\u00e9d sz\u00f6vegbe val\u00f3 \u00e1talak\u00edt\u00e1sa a Google Cloud alap\u00fa Speech-to-Text alkalmaz\u00e1s\u00e1val [oktat\u00f3anyag] - FOTC<\/title>\n<meta name=\"description\" content=\"A besz\u00e9d sz\u00f6vegbe val\u00f3 \u00e1talak\u00edt\u00e1sa egy \u00e1tt\u00f6r\u00e9st jelent\u0151 technol\u00f3gia, amely n\u00f6veli az ember-g\u00e9p mindennapi interakci\u00f3 lehet\u0151s\u00e9geit. A technol\u00f3gia lehet\u0151v\u00e9 teszi, hogy a sz\u00e1m\u00edt\u00f3g\u00e9pek felismerj\u00e9k a besz\u00e9det \u00e9s reag\u00e1ljanak a kimondott parancsokra. 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