{"id":33601,"date":"2024-03-04T12:12:46","date_gmt":"2024-03-04T10:12:46","guid":{"rendered":"https:\/\/www.software-developer-india.com\/hvordan-udvikler-man-software-til-lydgenkendelse\/"},"modified":"2024-03-04T12:12:52","modified_gmt":"2024-03-04T10:12:52","slug":"hvordan-udvikler-man-software-til-lydgenkendelse","status":"publish","type":"post","link":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/","title":{"rendered":"Hvordan udvikler man software til lydgenkendelse?"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Hvordan udvikler man software til lydgenkendelse?<\/h2>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"250\" src=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg\" alt=\"\" class=\"wp-image-33578\" srcset=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg 575w, https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition--300x130.jpg 300w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/a><\/figure>\n<\/div>\n<div class=\"wp-block-group wplogout-table-of-contents\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"wplogout-toc-heading wp-block-paragraph\"><strong>Indholdsfortegnelse:<\/strong><\/p>\n\n\n\n<ul class=\"wplogout-toc-contents wp-block-list\">\n<li><strong><a href=\"#-introduction-\" title=\"Introduktion\">Introduktion<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"#-applications-of-audio-recognition-software-\" title=\"Anvendelser af software til lydgenkendelse\">Anvendelser af software til lydgenkendelse<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"#-things-to-consider-before-going-ahead-with-audio-recognition-software-\" title=\"Ting, du skal overveje, f&#xF8;r du g&#xE5;r i gang med lydgenkendelsessoftware\">Ting, du skal overveje, f\u00f8r du g\u00e5r i gang med lydgenkendelsessoftware<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"#-conclusion-\" title=\"Konklusion\">Konklusion<\/a><\/strong><\/li>\n<\/ul>\n<\/div><\/div>\n\n<h3 class=\"wp-block-heading\" id=\"-introduction-\"><strong>Introduktion<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\">Den teknologiske udvikling er g\u00e5et st\u00e6rkt i l\u00f8bet af det seneste \u00e5rti. N\u00e5r verden bev\u00e6ger sig s\u00e5 hurtigt, er det ikke underligt, at du udnytter den fantastiske anvendelighed af lydgenkendelse i software. Verden k\u00f8rer p\u00e5 lyd, og det er den vigtigste ting, der forbinder os med andre mennesker; grundlaget for kommunikation. De mange forskellige lyde, man kan h\u00f8re hver dag, er fantastiske: lyden af den travle by, skovens livlige lyde og havets beroligende lyde &#8211; lyd er til stede overalt.  <\/p>\n\n<p class=\"wp-block-paragraph\">Lydgenkendelsessoftware har fantastiske anvendelsesmuligheder, som vil blive udforsket i denne artikel. Udviklingen af softwaren afh\u00e6nger derfor af deres anvendelsesniveau. Folk er blevet s\u00e5 fortrolige med virtuelle assistenter som Alexa, Google Assistant, Siri og Cortana, at de er blevet en fast del af deres liv. Med AI og derefter med conversational AI, is\u00e6r inden for e-handel, begyndte virksomheder at bruge conversational commerce-initiativer til at kommunikere ret effektivt med deres kunder. Brugen af lydgenkendelsessoftware er overalt nu!  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-applications-of-audio-recognition-software-\"><strong>Anvendelser af software til lydgenkendelse<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\">Du kan implementere stemmegenkendelse p\u00e5 s\u00e5 mange forskellige m\u00e5der, ikke kun til at afspille sange p\u00e5 Spotify. Folk er ved at v\u00e6nne sig til tanken om at bruge deres stemme til at s\u00f8ge efter noget i stedet for at &#8220;skrive s\u00f8geord og s\u00f8ge&#8221;. Derfor er den mest almindelige anvendelse Voice Search. Lydgenkendelsessoftware kan ogs\u00e5 bruges til at:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Giv kommandoer til smart home-enheder om at t\u00e6nde lyset, koge vand, vaske t\u00f8j, justere termostaten og s\u00e5 videre.  <\/li>\n\n\n\n<li>N\u00e5r det g\u00e6lder kundeservice og kundeinteraktioner p\u00e5 callcentre, er det billigere, og det er ogs\u00e5 tilg\u00e6ngeligt 24\/7.  <\/li>\n\n\n\n<li>At l\u00e5se en persons telefon op ved hj\u00e6lp af ikke bare fingeraftryk og ansigtsgenkendelse, men ogs\u00e5 deres stemme og ord gennem talebiometri.<\/li>\n\n\n\n<li>Talegenkendelsessoftware i bilindustrien, hvor f\u00f8reren kan forts\u00e6tte med at k\u00f8re bilen, mens han eller hun foretager telefonopkald, v\u00e6lger sin yndlingsradiostation osv.  <\/li>\n\n\n\n<li>L\u00e6ring for synshandicappede b\u00f8rn og for andre voksne, der ikke kan l\u00e6se, hvilket skaber en ligev\u00e6rdig l\u00e6ringsplatform.<\/li>\n\n\n\n<li>Indhentning af patientdiagnoser og tidsbesparelse for l\u00e6ger, n\u00e5r de hurtigt vil notere patienternes symptomer, og se flere patienter p\u00e5 en dag<\/li>\n\n\n\n<li>Talegenkendelsesteknologi kan forst\u00e5 en persons f\u00f8lelser, mens man taler med dem, og kan hj\u00e6lpe med at opdage f\u00f8lelser af desperation, depression, vrede, irritation og s\u00e5 videre.  <\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Det er blot nogle f\u00e5 af de muligheder, du har for at bruge software til lydgenkendelse, og det beviser, at software til lydgenkendelse eller stemmegenkendelse kan f\u00f8re din virksomhed til det n\u00e6ste niveau af succes.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-things-to-consider-before-going-ahead-with-audio-recognition-software-\"><strong>Ting, du skal overveje, f\u00f8r du g\u00e5r i gang med lydgenkendelsessoftware<\/strong><\/h3>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Artificial-Intelligence.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"250\" src=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Artificial-Intelligence.jpg\" alt=\"\" class=\"wp-image-33588\" srcset=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Artificial-Intelligence.jpg 575w, https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Artificial-Intelligence-300x130.jpg 300w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/a><\/figure>\n<\/div>\n<p class=\"wp-block-paragraph\">F\u00f8r du udvikler en software til lydgenkendelse, er der nogle vigtige overvejelser, du skal g\u00f8re dig. Her er nogle af dem:<\/p>\n\n<h4 class=\"wp-block-heading\"><strong>Identificer den rigtige use case for din virksomhed<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien. De bedste use cases er blevet diskuteret ovenfor, og derfor vil det v\u00e6re lettere for dig at konkludere, hvordan du kan udnytte fordelene ved s\u00e5dan software.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>De egenskaber og funktioner, du planl\u00e6gger at tilbyde<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">N\u00e5r du har identificeret den rigtige use case for din virksomhed og forst\u00e5et kravene, vil det v\u00e6re lettere for dig at bestemme stemmesoftwarens egenskaber og funktionaliteter. Det er s\u00e5dan, du bestemmer projektets omfang, og hvilken konkret v\u00e6rdi du kan tilbyde dem.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>Planl\u00e6gning af projektudviklingens livscyklus<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">Da det hele handler om kunstig intelligens, er du n\u00f8dt til at samle et stort lager af datas\u00e6t for at udvikle en software til tale- og lydgenkendelse med stort ordforr\u00e5d. Det afh\u00e6nger selvf\u00f8lgelig meget af slutbrugerens krav. Du vil g\u00f8re brug af specifikke AI-funktioner som Natural Language Processing (NLP), talegenkendelse, Deep Learning og andre til at g\u00f8re dette. Du kan ogs\u00e5 bruge funktioner som akustisk modellering til talegenkendelse og til at genkende fonemer. Det er ogs\u00e5 vigtigt, at du udvikler funktioner som HMM eller Hidden Markov Model decomposition for at hj\u00e6lpe med at forst\u00e5 og dechifrere talen og eliminere baggrundsst\u00f8j.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>Forst\u00e5else af ans\u00f8gningens omfang<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">F\u00f8r man beslutter sig for lydsoftware, er der et par ting, udviklerne gerne vil vide. Nogle af de sp\u00f8rgsm\u00e5l, de kan stille dig, er:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Form\u00e5let med ans\u00f8gningerne<\/li>\n\n\n\n<li>Hvem er m\u00e5lbrugerne?<\/li>\n\n\n\n<li>Hvilke milj\u00f8forhold og omgivelser skal den bruges i?<\/li>\n\n\n\n<li>Forst\u00e5else af dom\u00e6neomr\u00e5dets funktioner<\/li>\n\n\n\n<li>Hvad er planerne for skalerbarhed i fremtiden?<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Udvikleren vil overveje et par grundl\u00e6ggende lydegenskaber, f\u00f8r han begynder at udvikle softwaren, som for eksempel,  <\/p>\n\n<ul class=\"wp-block-list\">\n<li>Type af lydfilformat<\/li>\n\n\n\n<li>Hvilken kanal skal du v\u00e6lge &#8211; stereo eller mono?<\/li>\n\n\n\n<li>Hvilken bitrate, f.eks. 32 kbit\/s, 128 kbit\/s osv.<\/li>\n\n\n\n<li>Varighed af lydklip<\/li>\n\n\n\n<li>Hvad er v\u00e6rdien for samplingsfrekvensen, f.eks. 8 kHz, 16 kHz osv?<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Det er detaljerne i lydbehandling, der hj\u00e6lper udviklerne med at forst\u00e5 de data, de har brug for, behandlingstiden, adskillelsen af de data, der kr\u00e6ves fra indsamlingen, og s\u00e5 videre. Dette felt udvikler sig konstant sammen med fremskridtene inden for signalbehandlingsteknikker og maskinl\u00e6ring. At engagere talentfulde udviklere vil hj\u00e6lpe med den l\u00f8bende forbedring og tilpasning af softwaren, fordi det er vigtigt at indsamle flere data, forfine algoritmerne og bruge feedback fra brugerne til at forbedre deres oplevelse.<\/p>\n\n<p class=\"wp-block-paragraph\">Fremskridtene inden for AI vil ogs\u00e5 hj\u00e6lpe med at perfektionere lydsoftwareapplikationerne, fordi det er s\u00e5 vigtigt at udtr\u00e6kke meningsfuld information fra den optagne lyd. Men det er ikke kun AI, der kan g\u00f8re det, man er n\u00f8dt til at anvende NLP eller Natural Language Processing for at skabe meningsfulde begreber, forst\u00e5 de pr\u00e6cise ord og lave grammatiske konstruktioner ud fra lyden.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-conclusion-\"><strong>Konklusion<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\">Talegenkendelsesteknologien er p\u00e5 vej frem. Med flere og flere mennesker, der bruger deres mobiltelefoner til at f\u00e5 adgang til og praktisk talt s\u00f8ge efter alt i deres daglige liv, er selv Gen X-folk ret handy med deres mobiltelefoner. De sm\u00e5 tastaturer p\u00e5 mobiltelefoner kan v\u00e6re lidt irriterende for dem, og ved at bruge stemmefunktionerne bliver det lettere for dem at komme ind i rytmen.<\/p>\n\n<p class=\"wp-block-paragraph\">Softwareudviklere anvender en tv\u00e6rfaglig tilgang og kombinerer maskinl\u00e6ring, softwareteknik og signalbehandling for at skabe robust software til lydgenkendelse. De f\u00f8lger en systematisk tilgang og anvender l\u00f8bende forbedring og tilpasning for at perfektionere og polere softwaren, s\u00e5 den fungerer som magi. Softwareudviklerne skal tr\u00e6ne og optimere softwaren, s\u00e5 den kan implementeres i flere applikationer. De vil ogs\u00e5 tr\u00e6ne applikationen i at adskille brugerens stemme fra andre lyde i baggrunden. De vil bruge metoder til stemmegenkendelse, og softwaren vil straks optage billeder, der kun adskiller talerens stemme og blokerer for andre lyde.  <\/p>\n\n<p class=\"wp-block-paragraph\">Interessante links:<\/p>\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/mobidev.biz\/blog\/automatic-speech-recognition-asr-system-development\">En detaljeret guide til oprettelse af en stemmegenkendelsesapplikation<\/a><\/p>\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.quora.com\/From-where-do-I-start-if-I-want-to-build-my-own-voice-recognition-system\">Hvor skal jeg starte, hvis jeg vil lave mit eget stemmegenkendelsessystem?<\/a><\/p>\n\n<p class=\"wp-block-paragraph\" id=\"block-c2d83490-e9b4-4038-96ff-d995e535c318\">Billeder: Canva<\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" id=\"block-a2e18acd-d91c-40c4-9d4c-6953d5e70eb2\" \/>\n<div class=\"wp-block-image\">\n<figure class=\"alignleft\"><img decoding=\"async\" src=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2015\/02\/1.jpg\" alt=\"\" class=\"wp-image-229\"\/><\/figure>\n<\/div>\n<p class=\"wp-block-paragraph\">Forfatteren: Sascha Thattil arbejder p\u00e5 Software-Developer-India.com, som er en del af YUHIRO Group. YUHIRO er en tysk-indisk virksomhed, der leverer programm\u00f8rer til IT-virksomheder, agenturer og IT-afdelinger. <\/p>\n<div class=\"shariff\"><ul class=\"shariff-buttons theme-default orientation-horizontal buttonsize-medium\"><li class=\"shariff-button twitter shariff-nocustomcolor\" style=\"background-color:#595959\"><a href=\"https:\/\/twitter.com\/share?url=https%3A%2F%2Fwww.software-developer-india.com%2Fda%2Fhvordan-udvikler-man-software-til-lydgenkendelse%2F&text=Hvordan%20udvikler%20man%20software%20til%20lydgenkendelse%3F\" title=\"Del p\u00e5 X\" aria-label=\"Del p\u00e5 X\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#000; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\"><path fill=\"#000\" d=\"M14.258 10.152L23.176 0h-2.113l-7.747 8.813L7.133 0H0l9.352 13.328L0 23.973h2.113l8.176-9.309 6.531 9.309h7.133zm-2.895 3.293l-.949-1.328L2.875 1.56h3.246l6.086 8.523.945 1.328 7.91 11.078h-3.246zm0 0\"\/><\/svg><\/span><span class=\"shariff-text\">del<\/span>&nbsp;<\/a><\/li><li class=\"shariff-button facebook shariff-nocustomcolor\" style=\"background-color:#4273c8\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.software-developer-india.com%2Fda%2Fhvordan-udvikler-man-software-til-lydgenkendelse%2F\" title=\"Del p\u00e5 Facebook\" aria-label=\"Del p\u00e5 Facebook\" role=\"button\" rel=\"nofollow\" class=\"shariff-link\" style=\"; background-color:#3b5998; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 18 32\"><path fill=\"#3b5998\" d=\"M17.1 0.2v4.7h-2.8q-1.5 0-2.1 0.6t-0.5 1.9v3.4h5.2l-0.7 5.3h-4.5v13.6h-5.5v-13.6h-4.5v-5.3h4.5v-3.9q0-3.3 1.9-5.2t5-1.8q2.6 0 4.1 0.2z\"\/><\/svg><\/span><span class=\"shariff-text\">del<\/span>&nbsp;<\/a><\/li><li class=\"shariff-button linkedin shariff-nocustomcolor\" style=\"background-color:#1488bf\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https%3A%2F%2Fwww.software-developer-india.com%2Fda%2Fhvordan-udvikler-man-software-til-lydgenkendelse%2F\" title=\"Del p\u00e5 LinkedIn\" aria-label=\"Del p\u00e5 LinkedIn\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#0077b5; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 27 32\"><path fill=\"#0077b5\" d=\"M6.2 11.2v17.7h-5.9v-17.7h5.9zM6.6 5.7q0 1.3-0.9 2.2t-2.4 0.9h0q-1.5 0-2.4-0.9t-0.9-2.2 0.9-2.2 2.4-0.9 2.4 0.9 0.9 2.2zM27.4 18.7v10.1h-5.9v-9.5q0-1.9-0.7-2.9t-2.3-1.1q-1.1 0-1.9 0.6t-1.2 1.5q-0.2 0.5-0.2 1.4v9.9h-5.9q0-7.1 0-11.6t0-5.3l0-0.9h5.9v2.6h0q0.4-0.6 0.7-1t1-0.9 1.6-0.8 2-0.3q3 0 4.9 2t1.9 6z\"\/><\/svg><\/span><span class=\"shariff-text\">del<\/span>&nbsp;<\/a><\/li><li class=\"shariff-button xing shariff-nocustomcolor\" style=\"background-color:#29888a\"><a href=\"https:\/\/www.xing.com\/spi\/shares\/new?url=https%3A%2F%2Fwww.software-developer-india.com%2Fda%2Fhvordan-udvikler-man-software-til-lydgenkendelse%2F\" title=\"Del p\u00e5 XING\" aria-label=\"Del p\u00e5 XING\" role=\"button\" rel=\"noopener nofollow\" class=\"shariff-link\" style=\"; background-color:#126567; color:#fff\" target=\"_blank\"><span class=\"shariff-icon\" style=\"\"><svg width=\"32px\" height=\"20px\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 25 32\"><path fill=\"#126567\" d=\"M10.7 11.9q-0.2 0.3-4.6 8.2-0.5 0.8-1.2 0.8h-4.3q-0.4 0-0.5-0.3t0-0.6l4.5-8q0 0 0 0l-2.9-5q-0.2-0.4 0-0.7 0.2-0.3 0.5-0.3h4.3q0.7 0 1.2 0.8zM25.1 0.4q0.2 0.3 0 0.7l-9.4 16.7 6 11q0.2 0.4 0 0.6-0.2 0.3-0.6 0.3h-4.3q-0.7 0-1.2-0.8l-6-11.1q0.3-0.6 9.5-16.8 0.4-0.8 1.2-0.8h4.3q0.4 0 0.5 0.3z\"\/><\/svg><\/span><span class=\"shariff-text\">del<\/span>&nbsp;<\/a><\/li><\/ul><\/div>","protected":false},"excerpt":{"rendered":"<p>Hvordan udvikler man software til lydgenkendelse? Indholdsfortegnelse: Introduktion Den teknologiske udvikling er g\u00e5et st\u00e6rkt i l\u00f8bet af det seneste \u00e5rti. N\u00e5r verden bev\u00e6ger sig s\u00e5 &#8230; <a title=\"Hvordan udvikler man software til lydgenkendelse?\" class=\"read-more\" href=\"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/\" aria-label=\"Read more about Hvordan udvikler man software til lydgenkendelse?\">L\u00e6s Mere<\/a><\/p>\n","protected":false},"author":9,"featured_media":33579,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[263,154],"tags":[],"class_list":["post-33601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-det-da","category-softwareudvikling"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Rohith Chandran\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.0.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"da_DK\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Software Developer India | Din softwareudvikler arbejder i vores lokaler i Indien\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Hvordan udvikler man software til lydgenkendelse? | Software Developer India\" \/>\n\t\t<meta property=\"og:description\" content=\"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"575\" \/>\n\t\t<meta property=\"og:image:height\" content=\"250\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2024-03-04T10:12:46+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2024-03-04T10:12:52+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Hvordan udvikler man software til lydgenkendelse? | Software Developer India\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#article\",\"name\":\"Hvordan udvikler man software til lydgenkendelse? | Software Developer India\",\"headline\":\"Hvordan udvikler man software til lydgenkendelse?\",\"author\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/author\\\/rohith\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/wp-content\\\/uploads\\\/2024\\\/03\\\/Speech-Recognition-.jpg\",\"width\":575,\"height\":250},\"datePublished\":\"2024-03-04T12:12:46+02:00\",\"dateModified\":\"2024-03-04T12:12:52+02:00\",\"inLanguage\":\"da-DK\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#webpage\"},\"articleSection\":\"DET, Softwareudvikling, Optional\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/category\\\/softwareudvikling\\\/#listItem\",\"name\":\"Softwareudvikling\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/category\\\/softwareudvikling\\\/#listItem\",\"position\":2,\"name\":\"Softwareudvikling\",\"item\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/category\\\/softwareudvikling\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#listItem\",\"name\":\"Hvordan udvikler man software til lydgenkendelse?\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#listItem\",\"position\":3,\"name\":\"Hvordan udvikler man software til lydgenkendelse?\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/category\\\/softwareudvikling\\\/#listItem\",\"name\":\"Softwareudvikling\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#organization\",\"name\":\"Software Developer India\",\"description\":\"Din softwareudvikler arbejder i vores lokaler i Indien\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/wp-content\\\/uploads\\\/2024\\\/05\\\/74335.png\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#organizationLogo\",\"width\":400,\"height\":68},\"image\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#organizationLogo\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/author\\\/rohith\\\/#author\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/author\\\/rohith\\\/\",\"name\":\"Rohith Chandran\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/09680f40ae54e2658dc3f2ec3eb8079803a0d85eb6b0a1088f91711d57035271?s=96&d=mm&r=g\",\"width\":96,\"height\":96,\"caption\":\"Rohith Chandran\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#webpage\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/\",\"name\":\"Hvordan udvikler man software til lydgenkendelse? | Software Developer India\",\"description\":\"Det er kompliceret at udvikle software til lydgenkendelse, s\\u00e5 g\\u00e5 kun i gang, hvis du er sikker p\\u00e5, at der er en brugbar case for teknologien.\",\"inLanguage\":\"da-DK\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/author\\\/rohith\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/author\\\/rohith\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/wp-content\\\/uploads\\\/2024\\\/03\\\/Speech-Recognition-.jpg\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#mainImage\",\"width\":575,\"height\":250},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/hvordan-udvikler-man-software-til-lydgenkendelse\\\/#mainImage\"},\"datePublished\":\"2024-03-04T12:12:46+02:00\",\"dateModified\":\"2024-03-04T12:12:52+02:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#website\",\"url\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/\",\"name\":\"Software Developer India\",\"description\":\"Din softwareudvikler arbejder i vores lokaler i Indien\",\"inLanguage\":\"da-DK\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.software-developer-india.com\\\/da\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Hvordan udvikler man software til lydgenkendelse? | Software Developer India","description":"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.","canonical_url":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#article","name":"Hvordan udvikler man software til lydgenkendelse? | Software Developer India","headline":"Hvordan udvikler man software til lydgenkendelse?","author":{"@id":"https:\/\/www.software-developer-india.com\/da\/author\/rohith\/#author"},"publisher":{"@id":"https:\/\/www.software-developer-india.com\/da\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg","width":575,"height":250},"datePublished":"2024-03-04T12:12:46+02:00","dateModified":"2024-03-04T12:12:52+02:00","inLanguage":"da-DK","mainEntityOfPage":{"@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#webpage"},"isPartOf":{"@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#webpage"},"articleSection":"DET, Softwareudvikling, Optional"},{"@type":"BreadcrumbList","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/#listItem","position":1,"name":"Home","item":"https:\/\/www.software-developer-india.com\/da\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/#listItem","name":"Softwareudvikling"}},{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/#listItem","position":2,"name":"Softwareudvikling","item":"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/","nextItem":{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#listItem","name":"Hvordan udvikler man software til lydgenkendelse?"},"previousItem":{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#listItem","position":3,"name":"Hvordan udvikler man software til lydgenkendelse?","previousItem":{"@type":"ListItem","@id":"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/#listItem","name":"Softwareudvikling"}}]},{"@type":"Organization","@id":"https:\/\/www.software-developer-india.com\/da\/#organization","name":"Software Developer India","description":"Din softwareudvikler arbejder i vores lokaler i Indien","url":"https:\/\/www.software-developer-india.com\/da\/","logo":{"@type":"ImageObject","url":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/05\/74335.png","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#organizationLogo","width":400,"height":68},"image":{"@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#organizationLogo"}},{"@type":"Person","@id":"https:\/\/www.software-developer-india.com\/da\/author\/rohith\/#author","url":"https:\/\/www.software-developer-india.com\/da\/author\/rohith\/","name":"Rohith Chandran","image":{"@type":"ImageObject","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/09680f40ae54e2658dc3f2ec3eb8079803a0d85eb6b0a1088f91711d57035271?s=96&d=mm&r=g","width":96,"height":96,"caption":"Rohith Chandran"}},{"@type":"WebPage","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#webpage","url":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/","name":"Hvordan udvikler man software til lydgenkendelse? | Software Developer India","description":"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.","inLanguage":"da-DK","isPartOf":{"@id":"https:\/\/www.software-developer-india.com\/da\/#website"},"breadcrumb":{"@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#breadcrumblist"},"author":{"@id":"https:\/\/www.software-developer-india.com\/da\/author\/rohith\/#author"},"creator":{"@id":"https:\/\/www.software-developer-india.com\/da\/author\/rohith\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg","@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#mainImage","width":575,"height":250},"primaryImageOfPage":{"@id":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/#mainImage"},"datePublished":"2024-03-04T12:12:46+02:00","dateModified":"2024-03-04T12:12:52+02:00"},{"@type":"WebSite","@id":"https:\/\/www.software-developer-india.com\/da\/#website","url":"https:\/\/www.software-developer-india.com\/da\/","name":"Software Developer India","description":"Din softwareudvikler arbejder i vores lokaler i Indien","inLanguage":"da-DK","publisher":{"@id":"https:\/\/www.software-developer-india.com\/da\/#organization"}}]},"og:locale":"da_DK","og:site_name":"Software Developer India | Din softwareudvikler arbejder i vores lokaler i Indien","og:type":"article","og:title":"Hvordan udvikler man software til lydgenkendelse? | Software Developer India","og:description":"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.","og:url":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/","og:image":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg","og:image:secure_url":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg","og:image:width":575,"og:image:height":250,"article:published_time":"2024-03-04T10:12:46+00:00","article:modified_time":"2024-03-04T10:12:52+00:00","twitter:card":"summary","twitter:title":"Hvordan udvikler man software til lydgenkendelse? | Software Developer India","twitter:description":"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.","twitter:image":"https:\/\/www.software-developer-india.com\/wp-content\/uploads\/2024\/03\/Speech-Recognition-.jpg"},"aioseo_meta_data":{"post_id":"33601","title":null,"description":"Det er kompliceret at udvikle software til lydgenkendelse, s\u00e5 g\u00e5 kun i gang, hvis du er sikker p\u00e5, at der er en brugbar case for teknologien.","keywords":[],"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":[],"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"Article","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","location":null,"local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2024-03-04 10:12:53","updated":"2026-01-14 10:01:53","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.software-developer-india.com\/da\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/\" title=\"Softwareudvikling\">Softwareudvikling<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tHvordan udvikler man software til lydgenkendelse?\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/www.software-developer-india.com\/da\/"},{"label":"Softwareudvikling","link":"https:\/\/www.software-developer-india.com\/da\/category\/softwareudvikling\/"},{"label":"Hvordan udvikler man software til lydgenkendelse?","link":"https:\/\/www.software-developer-india.com\/da\/hvordan-udvikler-man-software-til-lydgenkendelse\/"}],"_links":{"self":[{"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/posts\/33601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/comments?post=33601"}],"version-history":[{"count":1,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/posts\/33601\/revisions"}],"predecessor-version":[{"id":33602,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/posts\/33601\/revisions\/33602"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/media\/33579"}],"wp:attachment":[{"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/media?parent=33601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/categories?post=33601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.software-developer-india.com\/da\/wp-json\/wp\/v2\/tags?post=33601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}