{"id":115459,"date":"2023-05-24T14:56:16","date_gmt":"2023-05-24T12:56:16","guid":{"rendered":"https:\/\/fotc.com\/?p=115459"},"modified":"2023-05-24T14:59:01","modified_gmt":"2023-05-24T12:59:01","slug":"speech-to-text-google-cloud","status":"publish","type":"post","link":"https:\/\/fotc.com\/ro\/blog\/speech-to-text-google-cloud\/","title":{"rendered":"Construie\u0219te cu tehnologia Speech-to-Text \u00een Google Cloud [Tutorial]"},"content":{"rendered":"\n<p>\u00centr-o er\u0103 dirijat\u0103 de transformarea digital\u0103, companii din toate industriile \u00eembr\u0103\u021bi\u0219eaz\u0103 tehnologii de ultim\u0103 or\u0103 pentru a fi mereu cu un pas \u00eenaintea competi\u021biei. Printre aceste concepte inovatoare se num\u0103r\u0103 \u0219i tehnologia Speech-to-Text, care a remodelat scena proces\u0103rii \u0219i analizei datelor vocale.&nbsp;<\/p>\n\n\n\n<p>Cu o acurate\u021be, scalabilitate \u0219i multitudine de func\u021bii avansate de neegalat, Google Cloud Speech-to-Text a revolu\u021bionat la r\u00e2ndul s\u0103u modul \u00een care companiile valorific\u0103 puterea cuvintelor rostite. De la transcrieri mai fidele ca oric\u00e2nd la servicii vocale care \u00eembun\u0103t\u0103\u021besc experien\u021ba clien\u021bilor, aprofund\u0103m \u00een acest articol capabilit\u0103\u021bile remarcabile \u0219i beneficiile de impact ale acestui algoritm.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ce este serviciul Google Cloud Speech-to-Text?<\/h2>\n\n\n\n<p>Speech-to-Text, folosit pentru conversia \u0219i transcrierea automat\u0103 din vorbire \u00een text, se num\u0103r\u0103 printre serviciile <a href=\"https:\/\/fotc.com\/ro\/google-cloud-platform\/\" class=\"ek-link\">Google Cloud<\/a>. Utilizeaz\u0103 modele avansate de \u00eenv\u0103\u021bare automat\u0103 de la Google \u0219i faciliteaz\u0103 astfel transcrierea \u00een peste 120 de limbi \u0219i dialecte.&nbsp;<\/p>\n\n\n\n<p>Serviciul Speech-to-Text este furnizat prin intermediul unui API (interfa\u021b\u0103 de programare a aplica\u021biei), lucru care \u00eel face u\u0219or de conectat la orice aplica\u021bie de\u021binut\u0103 deja de organiza\u021bie. Este astfel un serviciu deja func\u021bional \u0219i care poate fi implementat la un cost relativ sc\u0103zut \u00een orice produs.<\/p>\n\n\n\n<p>Cum poate procesa Speech-to-Text vorbirea?<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>\u00cen timp real<\/strong>, pe m\u0103sur\u0103 ce utilizatorul interac\u021bioneaz\u0103 cu aplica\u021bia&nbsp;<\/li><li>Sau <strong>efectu\u00e2nd transcrierea discursului <\/strong>direct dintr-un fi\u0219ier audio sau video.<\/li><\/ul>\n\n\n\n<p>API-ul Speech-to-Text de la Google poate procesa mai mult de 1 miliard de minute de vorbire pe lun\u0103. Include transcrierea tuturor expresiilor \u0219i termenilor, chiar \u0219i cele de ni\u0219\u0103. Converte\u0219te, de asemenea, numerele \u201edictate\u201d, adresele sau datele \u00een transcriere (de exemplu, cincizeci \u0219i trei va fi transcris ca 53).<\/p>\n\n\n\n<p>Pentru o aplica\u021bie dezvoltat\u0103 \u00een containere \u00een clustere Kubernetes, serviciul Speech-to-Text poate fi utilizat \u00eentr-un model on-premise. Serviciul este implementat \u00eentr-o aplica\u021bie ca container, dup\u0103 care poate fi utilizat \u00eentr-un mediu local. Aceast\u0103 solu\u021bie va fi la \u00eendem\u00e2n\u0103 pentru organiza\u021biile care trebuie s\u0103 respecte reglement\u0103rile locale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Modele de conversie Speech-to-Text \u00een Google Cloud<\/h2>\n\n\n\n<p>Serviciul ofer\u0103 diferite modele de transcriere pentru \u00eenregistr\u0103ri sau surse audio. Aceste modele folosesc re\u021bele neuronale dezvoltate din cantit\u0103\u021bi mari de date multilingve, permi\u021b\u00e2ndu-le s\u0103 gestioneze diverse accente, limbi \u0219i modele de vorbire cu mare acurate\u021be. \u00cen momentul de fa\u021b\u0103, exist\u0103 patru astfel de modele folosite de Google Cloud:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Recunoa\u0219terea automat\u0103 \u0219i implicit\u0103 a vocii<\/strong> \u2013 acest model poate fi folosit pentru a transcrie \u00eenregistr\u0103ri mai lungi care includ vocea unui singur vorbitor. Modelul func\u021bioneaz\u0103 cel mai bine pentru \u00eenregistr\u0103ri cu o frecven\u021b\u0103 de 16 000 Hz sau mai mare,<\/li><li><strong>Recunoa\u0219terea automat\u0103 a vorbirii pentru comenzi \u0219i c\u0103ut\u0103ri<\/strong> \u2013 un model dedicat transcrip\u021biei de \u00eenregistr\u0103ri scurte, de exemplu, comenzi vocale trimise c\u0103tre aplica\u021bii,<\/li><li><strong>Transcriere dup\u0103 fi\u0219ier video<\/strong> \u2013 un model pentru conversia film\u0103rilor video cu mai mul\u021bi vorbitori \u00een text. Accept\u0103 \u00eenregistr\u0103ri sau streaming la 16.000 Hz sau mai mare. Acesta este un model premium, iar costul s\u0103u este mai mare dec\u00e2t al modelelor precedente<\/li><li><strong>Transcrierea apelurilor telefonice <\/strong>\u2013 un model conceput pentru a transcrie apelurile efectuate prin telefon. Cel mai bine accept\u0103 \u00eenregistr\u0103ri la 8.000 Hz. Este \u0219i acesta un model premium.<\/li><\/ul>\n\n\n\n<p>Folosindu-se de aceste modele, un anumit serviciu de procesare a vorbirii poate fi mai u\u0219or asociat scopului aplica\u021biei. Aceste modele specializate ofer\u0103 rezultate mai precise \u0219i vor converti personalizat con\u021binutul de pe o platform\u0103 de streaming fa\u021b\u0103 de cel de pe o platform\u0103 de suport clien\u021bi sau dintr-o aplica\u021bie dirijat\u0103 prin comenzi vocale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Aplicabilitatea tehnologiei Speech-to-Text<\/h2>\n\n\n\n<p>Folosirea Speech-to-Text deschide multe posibilit\u0103\u021bi, iar modelele de transcrip\u021bie permit ca serviciul s\u0103 fie utilizat \u00een diverse aplica\u021bii. Conversia automat\u0103 de la vorbire la text poate fi utilizat\u0103, de exemplu, \u00een automatizare sau asisten\u021b\u0103 clien\u021bi, \u00een aplica\u021bii de transcriere video \u00een timp real sau aplica\u021bii de comenzi vocal\u0103. Iat\u0103 c\u00e2teva scenarii \u00een care dactilografierea automat\u0103 Speech-to-Text va juca un rol semnificativ.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Servicii de asisten\u021b\u0103 clien\u021bi&nbsp;<\/h3>\n\n\n\n<p>Speech-to-Text este unul dintre serviciile de baz\u0103 ale Contact Center AI. Aceasta este o suit\u0103 Google Cloud pentru crearea de servicii dedicate clien\u021bilor bazat\u0103 pe inteligen\u021ba artificial\u0103.<\/p>\n\n\n\n<p><strong>Cu ajutorul Speech-to-Text (\u0219i a altor servicii din portofoliul Contact Center AI), este posibil\u0103 crearea, printre altele, a unui sistem de suport pentru consultan\u021bii care lucreaz\u0103 \u00een call center. <\/strong>Efectu\u00e2nd o transcriere a unei conversa\u021bii \u00een timp real, analiz\u00e2nd dialogul \u0219i interpret\u00e2nd inten\u021biile clientului, sistemul ofer\u0103 agentului implicat materialele necesare \u0219i \u00eendrum\u0103ri pentru a aborda mai departe conversa\u021bia. Folosind serviciul, este posibil\u0103 construirea unui sistem IVR (interactive voice response) \u2013 un call center automat operat de vocea clientului, care ajut\u0103 la rezolvarea problemelor simple \u0219i care, \u00een cazul unor probleme mai complexe, redirec\u021bioneaz\u0103 apelantul c\u0103tre un consultant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Control vocal<\/h3>\n\n\n\n<p>Speech-to-Text v\u0103 permite s\u0103 implementa\u021bi comenzi vocale pentru a controla aplica\u021bia prin vorbire. Acesta are chiar \u0219i un model de transcriere dedicat \u2013 ASR: Command and search.<strong> Prin utilizarea serviciului, aplica\u021bia poate r\u0103spunde la \u00eentreb\u0103ri sau comenzi vocale. <\/strong>C\u00e2teva exemple ar fi, \u201ereda\u021bi urm\u0103torul fi\u0219ier \u00een a\u0219teptare\u201d, \u201em\u0103re\u0219te volumul\u201d sau \u201everific\u0103 cum va fi vremea s\u00e2mb\u0103t\u0103\u201d.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Transcrierea fi\u0219ierelor media<\/h3>\n\n\n\n<p>Speech-to-text v\u0103 permite s\u0103 genera\u021bi subtitr\u0103ri pentru videoclipuri \u00een timp real. De asemenea, pute\u021bi utiliza serviciul pentru a transcrie \u00eenregistr\u0103ri \u0219i a indexa textul pentru a cre\u0219te expunerea materialului.&nbsp; <strong>Este cunoscut faptul c\u0103 marea majoritate a utilizatorilor de re\u021bele sociale vizioneaz\u0103 videoclipuri f\u0103r\u0103 sunetul activat. Ad\u0103ugarea subtitr\u0103rilor la un videoclip va avea, de asemenea, un impact pozitiv asupra interac\u021biunii publicului cu acesta.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Traduceri<\/h3>\n\n\n\n<p>Speech-to-text este un serviciu care suport\u0103 \u0219i traducerile \u2013 indiferent dac\u0103 sunt generate \u00een timp real sau sunt ad\u0103ugate ca subtitr\u0103ri unui videoclip. Acest lucru se datoreaz\u0103 faptului c\u0103 serviciul \u00eent\u00e2i transcrie \u0219i apoi traduce textul, nu transcrie direct sursa audio. <strong>Drept urmare, putem afi\u0219a subtitr\u0103ri \u00een limba englez\u0103 pentru film \u00eentr-o alt\u0103 limb\u0103 str\u0103in\u0103 sau putem folosi simultan instrumentul de traduceri din Google Assistant.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ce alte func\u021bii \u0219i aplica\u021bii business are Speech-to-Text?<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Vocabular global: <\/strong>Pute\u021bi r\u0103spunde nevoilor unei afaceri globale cu suport extins \u00een peste 125 de limbi \u0219i dialecte.<\/li><li><strong>Recunoa\u0219terea vorbirii pe multiple canale:<\/strong> Speech-to-Text poate recunoa\u0219te canale distincte de la multipli vorbitori (de exemplu, \u00een cazul unei videoconferin\u021be) \u0219i poate adnota transcrierile pentru a p\u0103stra ordinea prezent\u0103rilor.&nbsp;<\/li><li><strong>Filtrarea con\u021binutului: <\/strong>Folosind filtre, pute\u021bi s\u0103 detecta\u021bi con\u021binutul neadecvat sau neprofesional din datele dvs. audio \u0219i s\u0103 exclude\u021bi anumite cuvinte din textul final.<\/li><li><strong>Recunoa\u0219terea punctua\u021biei: <\/strong>Speech-to-Text red\u0103 cu acurate\u021be transcrip\u021biile \u0219i include virgule, semne de \u00eentrebare \u0219i alte semne de punctua\u021bie.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2t cost\u0103 serviciul Speech-to-Text?<\/h2>\n\n\n\n<p>Costurile serviciului reflect\u0103 cantitativ sunetul procesat cu succes \u00een fiecare lun\u0103, \u00een incremente de c\u00e2te o secund\u0103.<\/p>\n\n\n\n<p>Dac\u0103 API-ul returneaz\u0103 un r\u0103spuns, sunetul trimis a fost procesat cu succes. Solicit\u0103rile care rezult\u0103 \u00eentr-o eroare de server nu sunt considerate procesate cu succes \u0219i, prin urmare, nu implic\u0103 niciun cost.<\/p>\n\n\n\n<p>Pentru modelele de recunoa\u0219tere automat\u0103 a vorbirii (ASR: Implicit \u0219i ASR: Comand\u0103 \u0219i c\u0103utare), pre\u021bul este de<strong> 0,006 USD \/15 secunde.<\/strong><\/p>\n\n\n\n<p>Pentru modelele premium (video \u0219i apel telefonic), pre\u021bul este de <strong>0,009 USD \/15 secunde.<\/strong><\/p>\n\n\n<div class=\"bg-yellow banners mt-4 mb-4\">\r\n  <div class=\"container \">\r\n    <div class=\"row sw\">\r\n        <div class=\"col-md-7 sw col-12 mb-md-0\">\r\n        <span style=\"margin-bottom: 1rem;\r\n    font-weight: 500;margin-top: 25px;\r\n    line-height: 1.1;\r\n    font-size: 2rem; display: block; color:#fff\">Ob\u021bine Speech-to-Text \u00een regim pay-as-you-go<\/span>\r\n        <\/div>\r\n        <div class=\"col-md-5 sw sww\">\r\n        <img decoding=\"async\" style=\"margin-top:25px;\" src=\"\/app\/uploads\/2023\/02\/FOTC-LOGO-WWW-RGB-RED-2.png\">\r\n        <\/div>\r\n        <\/div>\r\n        <div class=\"row\">\r\n          <div class=\"col-md-7\"><p style=\"color:#fff\">Cu sprijinul FOTC<\/p><\/div>\r\n        <div class=\"col-md-5 col-12 text-cent-right\">\r\n        <a class=\"newbtn bannerbtn\" href=\"https:\/\/fotc.com\/ro\/contact\/\">Programeaz\u0103 o discu\u021bie<\/a>\r\n        \r\n        <\/div>\r\n    <\/div>\r\n  <\/div>\r\n<\/div>\n\n\n<p>Dac\u0103 sunte\u021bi noi \u00een ecosistemul Google Cloud, v\u0103 pute\u021bi crea\u021bi un cont de test pentru a evalua modul \u00een care func\u021bioneaz\u0103 Speech-to-Text \u00een scenarii reale. <strong>Clien\u021bii noi FOTC beneficiaz\u0103, de asemenea, de un voucher de 500 USD pentru a rula, a testa \u0219i a implementa sarcini de lucru \u00een Google Cloud.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Cum s\u0103 folosi\u021bi Speech-to-Text: Tutorial<\/h2>\n\n\n\n<p>Pentru a implementa serviciul Speech-to-Text, ave\u021bi nevoie \u00eent\u00e2i de un cont pe Google Cloud. Merge\u021bi \u00een consol\u0103 \u0219i crea\u021bi un nou proiect. <\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"484\" height=\"212\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8.png\" alt=\"\" class=\"wp-image-21377\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8.png 484w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8-300x131.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8-123x54.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8-142x62.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8-352x154.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image8-22x10.png 22w\" sizes=\"(max-width: 484px) 100vw, 484px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>Din bara lateral\u0103 de meniu, selecta\u021bi <em>APIs &amp; Services \/ Dashboard<\/em>.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764.png\" alt=\"\" class=\"wp-image-21382\" width=\"518\" height=\"415\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764.png 600w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-300x241.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-123x99.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-142x114.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-218x175.png 218w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-352x282.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-228x183.png 228w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image9-e1600437455764-22x18.png 22w\" sizes=\"(max-width: 518px) 100vw, 518px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>Clic pe&nbsp;<em>ENABLE APIS AND SERVICES<\/em>.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310.png\" alt=\"\" class=\"wp-image-21346\" width=\"513\" height=\"127\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310.png 600w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-300x74.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-123x30.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-142x35.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-352x87.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-542x134.png 542w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image2-e1600437481310-22x5.png 22w\" sizes=\"(max-width: 513px) 100vw, 513px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>C\u0103uta\u021bi op\u021biunea&nbsp;<em>Cloud Speech API<\/em>.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-1024x575.png\" alt=\"\" class=\"wp-image-21367\" width=\"528\" height=\"296\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-1024x575.png 1024w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-300x168.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-768x431.png 768w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-123x69.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-142x80.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-312x175.png 312w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-502x282.png 502w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-856x481.png 856w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-326x183.png 326w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6-22x12.png 22w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image6.png 1234w\" sizes=\"(max-width: 528px) 100vw, 528px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>Clic pe <em>Enable<\/em>. A\u0219tepta\u021bi c\u00e2teva secunde. Rula\u021bi Cloud Shell cu un clic pe pictograma din col\u021bul de sus dreapta. <\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1.png\" alt=\"\" class=\"wp-image-21361\" width=\"528\" height=\"41\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1.png 690w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-300x23.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-123x10.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-142x11.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-352x28.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-542x42.png 542w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image5-1-22x2.png 22w\" sizes=\"(max-width: 528px) 100vw, 528px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>A\u0219tepta\u021bi ca proiectul <em>user@project:~$<\/em>&nbsp;s\u0103 se \u00eencheie.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-1024x225.png\" alt=\"\" class=\"wp-image-21356\" width=\"532\" height=\"116\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-1024x225.png 1024w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-300x66.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-768x169.png 768w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-123x27.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-142x31.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-352x77.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-542x119.png 542w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-920x202.png 920w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4-22x5.png 22w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image4.png 1275w\" sizes=\"(max-width: 532px) 100vw, 532px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>Genera\u021bi apoi o cheie API pentru redirec\u021bionarea cererilor. Pentru a crea cheia, accesa\u021bi <em>APIs &amp; Services \/ Credentials<\/em>.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7.png\" alt=\"\" class=\"wp-image-21372\" width=\"529\" height=\"349\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7.png 600w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-300x198.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-123x81.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-142x94.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-265x175.png 265w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-427x282.png 427w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-277x183.png 277w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image7-22x15.png 22w\" sizes=\"(max-width: 529px) 100vw, 529px\" \/><\/figure>\n\n\n\n<p>Selecta\u021bi <em>Create credentials<\/em>&nbsp;\u0219i clic apoi pe cheia API din meniul drop-down.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"547\" height=\"278\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1.png\" alt=\"\" class=\"wp-image-21341\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1.png 547w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-300x152.png 300w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-123x63.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-142x72.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-344x175.png 344w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-542x275.png 542w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-352x179.png 352w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image1-1-22x11.png 22w\" sizes=\"(max-width: 547px) 100vw, 547px\" \/><\/figure>\n\n\n\n<p>Copia\u021bi cheia care tocmai a fost generat\u0103. \u00cen Cloudshell, introduce\u021bi comanda de export. \u00cenlocui\u021bi your_api_key cu cheia nou generat\u0103.<\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">export API_KEY= YOUR_API_KEY<\/pre>\n\n\n\n<p>Pute\u021bi crea cererea c\u0103tre API-ul serviciului \u00eentr-un fi\u0219ier request.json. Pentru a crea acest fi\u0219ier, pute\u021bi utiliza editorul de cod \u00eencorporat al Cloudshell:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3.png\" alt=\"\" class=\"wp-image-21351\" width=\"539\" height=\"269\" srcset=\"https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3.png 295w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3-123x61.png 123w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3-142x71.png 142w, https:\/\/fotc.com\/app\/uploads\/2021\/08\/image3-22x11.png 22w\" sizes=\"(max-width: 539px) 100vw, 539px\" \/><\/figure>\n\n\n\n<p>Crea\u021bi un fi\u0219ier cu numele <em>request.json<\/em>&nbsp;\u0219i ad\u0103uga\u021bi urm\u0103toarele linii:<\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">{\nconfig {\nencoding:FLAC, languageCode: en-US\n}audio: {\nuri: gs:\/\/cloud-samples-tests\/speech\/brooklyn.flac\n}\n}\n<\/pre>\n\n\n\n<p>\u00cen consol\u0103, tasta\u021bi urm\u0103toarea comand\u0103 (pe o singur\u0103 linie):<\/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>R\u0103spunsul trebuie s\u0103 arate a\u0219a:<\/p>\n\n\n<pre class=\"brush: xml; title: ; notranslate\" title=\"\">{\nresults: &#x5B;\n{\nalternatives: &#x5B;\n{\ntranscript: how old is the Brooklyn Bridge, confidence: 0.98267895\n}\n]\n}\n]\n}<\/pre>\n\n\n\n<p>Transcrip\u021bia va con\u021bine transcrierea fi\u0219ierului audio brooklyn.flac creat de serviciu. Nivelul de confidence indic\u0103 probabilitatea cu care API-ul a recunoscut \u0219i procesat corect vorbirea \u00een text.<\/p>\n\n\n\n<p>Am ajuns la final, acesta este un scurt tutorial al modului \u00een care func\u021bioneaz\u0103 API-ul Speech-to-Text.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00centr-o er\u0103 dirijat\u0103 de transformarea digital\u0103, companii din toate industriile \u00eembr\u0103\u021bi\u0219eaz\u0103 tehnologii de ultim\u0103 or\u0103 pentru a fi mereu cu un pas \u00eenaintea competi\u021biei. Printre aceste concepte inovatoare se num\u0103r\u0103 \u0219i tehnologia Speech-to-Text, care a remodelat scena proces\u0103rii \u0219i analizei datelor vocale.&nbsp; Cu o acurate\u021be, scalabilitate \u0219i multitudine de func\u021bii avansate de neegalat, Google Cloud&#8230;<\/p>\n","protected":false},"author":19,"featured_media":115472,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":6,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[562],"tags":[],"class_list":["post-115459","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-google-cloud-platform-ro"],"_links":{"self":[{"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/posts\/115459","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/comments?post=115459"}],"version-history":[{"count":0,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/posts\/115459\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/media\/115472"}],"wp:attachment":[{"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/media?parent=115459"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/categories?post=115459"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fotc.com\/ro\/wp-json\/wp\/v2\/tags?post=115459"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}