{"id":33617,"date":"2024-03-04T12:14:43","date_gmt":"2024-03-04T10:14:43","guid":{"rendered":"https:\/\/www.software-developer-india.com\/hur-utvecklar-man-programvara-for-ljudigenkanning\/"},"modified":"2024-03-04T12:14:45","modified_gmt":"2024-03-04T10:14:45","slug":"hur-utvecklar-man-programvara-for-ljudigenkanning","status":"publish","type":"post","link":"https:\/\/www.software-developer-india.com\/sv\/hur-utvecklar-man-programvara-for-ljudigenkanning\/","title":{"rendered":"Hur utvecklar man programvara f\u00f6r ljudigenk\u00e4nning?"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Hur utvecklar man programvara f\u00f6r ljudigenk\u00e4nning?<\/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>Inneh\u00e5llsf\u00f6rteckning:<\/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=\"Till&#xE4;mpningar av programvara f&#xF6;r ljudigenk&#xE4;nning\">Till\u00e4mpningar av programvara f\u00f6r ljudigenk\u00e4nning<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"#-things-to-consider-before-going-ahead-with-audio-recognition-software-\" title=\"Saker att t&#xE4;nka p&#xE5; innan du g&#xE5;r vidare med programvara f&#xF6;r ljudigenk&#xE4;nning\">Saker att t\u00e4nka p\u00e5 innan du g\u00e5r vidare med programvara f\u00f6r ljudigenk\u00e4nning<\/a><\/strong><\/li>\n\n\n\n<li><strong><a href=\"#-conclusion-\" title=\"Slutsats\">Slutsats<\/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 tekniska utvecklingen har varit p\u00e5 frammarsch under det senaste decenniet. N\u00e4r v\u00e4rlden r\u00f6r sig s\u00e5 snabbt \u00e4r det inte konstigt att du utnyttjar den fantastiska anv\u00e4ndbarheten av ljudigenk\u00e4nning i programvara. V\u00e4rlden g\u00e5r p\u00e5 ljud, det \u00e4r det viktigaste som f\u00f6rbinder oss med andra m\u00e4nniskor; basen f\u00f6r kommunikation. M\u00e5ngfalden av ljud som du f\u00e5r h\u00f6ra varje dag \u00e4r fantastisk, ljudet av den livliga staden, de livliga ljuden fr\u00e5n skogen och de lugnande ljuden fr\u00e5n havet, ljud finns \u00f6verallt.  <\/p>\n\n<p class=\"wp-block-paragraph\">Programvara f\u00f6r ljudupptagning har fantastiska anv\u00e4ndningsomr\u00e5den som kommer att beskrivas i den h\u00e4r artikeln. Utvecklingen av programvaran beror s\u00e5ledes p\u00e5 deras till\u00e4mpningsniv\u00e5er. M\u00e4nniskor har blivit s\u00e5 f\u00f6rtrogna med virtuella assistenter som Alexa, Google Assistant, Siri och Cortana att de har blivit en fast del av deras liv. Med AI och sedan med konversations-AI, s\u00e4rskilt inom e-handel, b\u00f6rjade f\u00f6retag anv\u00e4nda initiativ f\u00f6r konversationshandel f\u00f6r att kommunicera med sina kunder p\u00e5 ett ganska effektivt s\u00e4tt. Programvara f\u00f6r ljudigenk\u00e4nning anv\u00e4nds \u00f6verallt nu!  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-applications-of-audio-recognition-software-\"><strong>Till\u00e4mpningar av programvara f\u00f6r ljudigenk\u00e4nning<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\">Du kan anv\u00e4nda r\u00f6stigenk\u00e4nning p\u00e5 s\u00e5 m\u00e5nga olika s\u00e4tt, inte bara f\u00f6r att spela upp l\u00e5tar p\u00e5 Spotify. M\u00e4nniskor b\u00f6rjar v\u00e4nja sig vid tanken p\u00e5 att anv\u00e4nda r\u00f6sten f\u00f6r att s\u00f6ka efter n\u00e5got, ist\u00e4llet f\u00f6r att &#8221;skriva in nyckelord och s\u00f6ka&#8221;. Den vanligaste till\u00e4mpningen \u00e4r d\u00e4rf\u00f6r Voice Search. Programvara f\u00f6r ljudigenk\u00e4nning kan ocks\u00e5 anv\u00e4ndas f\u00f6r att:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Ge kommandon till smarta hemenheter f\u00f6r att t\u00e4nda lamporna, koka upp vatten, tv\u00e4tta kl\u00e4der, justera termostaten och s\u00e5 vidare.  <\/li>\n\n\n\n<li>N\u00e4r det g\u00e4ller kundservice och kundinteraktioner p\u00e5 callcenter \u00e4r det billigare och dessutom tillg\u00e4ngligt dygnet runt.  <\/li>\n\n\n\n<li>Att l\u00e5sa upp en persons telefon med hj\u00e4lp av inte bara fingeravtryck och ansiktsigenk\u00e4nning, utan \u00e4ven personens r\u00f6st och ord genom talbiometri.<\/li>\n\n\n\n<li>Programvara f\u00f6r taligenk\u00e4nning i bilar inom fordonsindustrin d\u00e4r f\u00f6rarna kan forts\u00e4tta k\u00f6ra bilen samtidigt som de ringer telefonsamtal, v\u00e4ljer sina favoritradiostationer och s\u00e5 vidare.  <\/li>\n\n\n\n<li>Inl\u00e4rning f\u00f6r synskadade barn och andra vuxna som inte kan l\u00e4sa, vilket skapar en r\u00e4ttvis inl\u00e4rningsplattform<\/li>\n\n\n\n<li>F\u00e5nga upp patienters diagnosanteckningar och spara tid f\u00f6r l\u00e4kare n\u00e4r de snabbt vill anteckna patienters symptom, och se fler patienter p\u00e5 en dag<\/li>\n\n\n\n<li>Taligenk\u00e4nningsteknik kan f\u00f6rst\u00e5 k\u00e4nslorna hos en person n\u00e4r man pratar med dem och kan hj\u00e4lpa till att uppt\u00e4cka k\u00e4nslor av desperation, depression, ilska, irritation och s\u00e5 vidare.  <\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Det h\u00e4r \u00e4r bara n\u00e5gra exempel p\u00e5 hur du kan anv\u00e4nda programvara f\u00f6r ljudigenk\u00e4nning, vilket visar att programvara f\u00f6r ljudigenk\u00e4nning eller r\u00f6stigenk\u00e4nning kan ta ditt f\u00f6retag till n\u00e4sta niv\u00e5 av framg\u00e5ng.  <\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-things-to-consider-before-going-ahead-with-audio-recognition-software-\"><strong>Saker att t\u00e4nka p\u00e5 innan du g\u00e5r vidare med programvara f\u00f6r ljudigenk\u00e4nning<\/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\">Innan du utvecklar en programvara f\u00f6r ljudigenk\u00e4nning finns det n\u00e5gra viktiga \u00f6verv\u00e4ganden som du m\u00e5ste g\u00e5 igenom. H\u00e4r \u00e4r n\u00e5gra av dem:<\/p>\n\n<h4 class=\"wp-block-heading\"><strong>Identifiera r\u00e4tt anv\u00e4ndningsomr\u00e5de f\u00f6r ditt f\u00f6retag<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">Det \u00e4r komplicerat att utveckla programvara f\u00f6r ljudigenk\u00e4nning, s\u00e5 satsa p\u00e5 det f\u00f6rst n\u00e4r du \u00e4r s\u00e4ker p\u00e5 att det finns ett genomf\u00f6rbart anv\u00e4ndningsomr\u00e5de f\u00f6r tekniken. De b\u00e4sta anv\u00e4ndningsfallen har diskuterats ovan, och det skulle d\u00e4rf\u00f6r vara l\u00e4ttare f\u00f6r dig att dra slutsatsen hur du kan utnyttja f\u00f6rdelarna med s\u00e5dan programvara.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>De egenskaper och funktioner som du planerar att erbjuda<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">N\u00e4r du har identifierat r\u00e4tt anv\u00e4ndningsomr\u00e5de f\u00f6r ditt f\u00f6retag och f\u00f6rst\u00e5tt kraven blir det l\u00e4ttare f\u00f6r dig att avg\u00f6ra vilka egenskaper och funktioner r\u00f6stprogramvaran ska ha. Det \u00e4r s\u00e5 du best\u00e4mmer projektets omfattning och vilket konkret v\u00e4rde du kan erbjuda dem.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>Planering f\u00f6r livscykeln f\u00f6r projektutveckling<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">Eftersom det handlar om AI m\u00e5ste du samla in ett stort antal datam\u00e4ngder f\u00f6r att kunna utveckla en programvara f\u00f6r tal- och ljudigenk\u00e4nning med stort ordf\u00f6rr\u00e5d. Detta beror naturligtvis mycket p\u00e5 slutanv\u00e4ndarens krav. Du kommer att anv\u00e4nda dig av specifika AI-funktioner som Natural Language Processing (NLP), taligenk\u00e4nning, Deep Learning och andra f\u00f6r att g\u00f6ra detta. Du kan ocks\u00e5 anv\u00e4nda funktioner som akustisk modellering f\u00f6r taligenk\u00e4nning och f\u00f6r att k\u00e4nna igen fonem. Det \u00e4r ocks\u00e5 viktigt att du utvecklar funktioner som HMM eller Hidden Markov Model decomposition f\u00f6r att f\u00f6rst\u00e5 och tyda talet och eliminera bakgrundsljud.  <\/p>\n\n<h4 class=\"wp-block-heading\"><strong>F\u00f6rst\u00e5 omfattningen av ans\u00f6kan<\/strong><\/h4>\n\n<p class=\"wp-block-paragraph\">Innan du best\u00e4mmer dig f\u00f6r en ljudprogramvara finns det n\u00e5gra saker som utvecklarna vill veta. N\u00e5gra av de fr\u00e5gor de kan t\u00e4nkas st\u00e4lla till dig \u00e4r<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Syftet med ans\u00f6kningarna<\/li>\n\n\n\n<li>Vilka \u00e4r m\u00e5lgrupperna?<\/li>\n\n\n\n<li>Vilka milj\u00f6f\u00f6rh\u00e5llanden och omgivningar kommer den att anv\u00e4ndas i?<\/li>\n\n\n\n<li>F\u00f6rst\u00e5 funktionerna i dom\u00e4nomr\u00e5det<\/li>\n\n\n\n<li>Vilka \u00e4r planerna f\u00f6r skalbarhet i framtiden<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Utvecklaren kommer att ta h\u00e4nsyn till n\u00e5gra grundl\u00e4ggande ljudegenskaper innan han b\u00f6rjar utveckla programvaran, som till exempel  <\/p>\n\n<ul class=\"wp-block-list\">\n<li>Typ av ljudfilsformat<\/li>\n\n\n\n<li>Vilken kanal ska du v\u00e4lja &#8211; stereo eller mono?<\/li>\n\n\n\n<li>Vilken bithastighet, t.ex. 32 kbit\/s, 128 kbit\/s, och s\u00e5 vidare<\/li>\n\n\n\n<li>Varaktighet f\u00f6r ljudklipp<\/li>\n\n\n\n<li>Vad \u00e4r samplingsfrekvensv\u00e4rdet, t.ex. 8 kHz, 16 kHz, etc.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Det h\u00e4r \u00e4r detaljerna f\u00f6r ljudbehandling som hj\u00e4lper utvecklarna att f\u00f6rst\u00e5 vilka data de beh\u00f6ver, behandlingstiden, segregeringen av de data som kr\u00e4vs fr\u00e5n insamlingen, och s\u00e5 vidare. Detta omr\u00e5de utvecklas st\u00e4ndigt i takt med framstegen inom signalbehandlingsteknik och maskininl\u00e4rning. Att engagera duktiga utvecklare kommer att bidra till kontinuerlig f\u00f6rb\u00e4ttring och anpassning av programvaran eftersom det \u00e4r viktigt att samla in mer data, f\u00f6rfina algoritmerna och anv\u00e4nda feedback fr\u00e5n anv\u00e4ndarna f\u00f6r att f\u00f6rb\u00e4ttra deras upplevelse.<\/p>\n\n<p class=\"wp-block-paragraph\">Framstegen inom AI kommer ocks\u00e5 att bidra till att f\u00f6rb\u00e4ttra ljudprogramvarorna eftersom det \u00e4r s\u00e5 viktigt att extrahera meningsfull information fr\u00e5n det inspelade ljudet. Men inte bara AI skulle kunna g\u00f6ra det, du m\u00e5ste till\u00e4mpa NLP eller Natural Language Processing f\u00f6r att skapa meningsfulla begrepp, f\u00f6rst\u00e5 de exakta orden och skapa grammatiska konstruktioner fr\u00e5n ljudet.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"-conclusion-\"><strong>Slutsats<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\">Tekniken f\u00f6r taligenk\u00e4nning \u00e4r p\u00e5 stark frammarsch. Allt fler m\u00e4nniskor anv\u00e4nder sina mobiltelefoner f\u00f6r att f\u00e5 tillg\u00e5ng till och praktiskt taget s\u00f6ka efter allt i sitt dagliga liv, och \u00e4ven Generation X-folket \u00e4r ganska h\u00e4ndiga med sina mobiltelefoner. De sm\u00e5 tangentborden p\u00e5 mobiltelefoner kan vara lite irriterande f\u00f6r dem, och med hj\u00e4lp av r\u00f6stfunktionerna skulle det bli l\u00e4ttare f\u00f6r dem att komma in i rytmen.<\/p>\n\n<p class=\"wp-block-paragraph\">Programvaruutvecklarna arbetar tv\u00e4rvetenskapligt och kombinerar maskininl\u00e4rning, programvaruteknik och signalbehandling f\u00f6r att skapa robust programvara f\u00f6r ljudigenk\u00e4nning. De arbetar systematiskt och anv\u00e4nder kontinuerliga f\u00f6rb\u00e4ttringar och anpassningar f\u00f6r att finslipa programvaran s\u00e5 att den fungerar som magi. Programutvecklarna m\u00e5ste utbilda och optimera programvaran s\u00e5 att den kan anv\u00e4ndas i flera olika applikationer. De kommer ocks\u00e5 att tr\u00e4na applikationen att skilja anv\u00e4ndarens r\u00f6st fr\u00e5n andra ljud i bakgrunden. De kommer att anv\u00e4nda metoder f\u00f6r r\u00f6stdetektering och programvaran kommer omedelbart att f\u00e5nga bilder som endast separerar talarens r\u00f6st och blockerar andra ljud.  <\/p>\n\n<p class=\"wp-block-paragraph\">Intressanta l\u00e4nkar:<\/p>\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/mobidev.biz\/blog\/automatic-speech-recognition-asr-system-development\">En detaljerad guide f\u00f6r att skapa en applikation f\u00f6r r\u00f6stigenk\u00e4nning<\/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\">Var ska jag b\u00f6rja om jag vill skapa mitt eget system f\u00f6r r\u00f6stigenk\u00e4nning?<\/a><\/p>\n\n<p class=\"wp-block-paragraph\" id=\"block-c2d83490-e9b4-4038-96ff-d995e535c318\">Bilder: 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\">F\u00f6rfattaren: Sascha Thattil arbetar p\u00e5 Software-Developer-India.com som \u00e4r en del av YUHIRO Group. 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Inneh\u00e5llsf\u00f6rteckning: Introduktion Den tekniska utvecklingen har varit p\u00e5 frammarsch under det senaste decenniet. N\u00e4r v\u00e4rlden r\u00f6r sig s\u00e5 snabbt &#8230; <a title=\"Hur utvecklar man programvara f\u00f6r ljudigenk\u00e4nning?\" class=\"read-more\" href=\"https:\/\/www.software-developer-india.com\/sv\/hur-utvecklar-man-programvara-for-ljudigenkanning\/\" aria-label=\"L\u00e4s mer om Hur utvecklar man programvara f\u00f6r ljudigenk\u00e4nning?\">L\u00e4s mer<\/a><\/p>\n","protected":false},"author":9,"featured_media":33587,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[252,112],"tags":[],"class_list":["post-33617","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-det","category-mjukvaruutveckling"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Det \u00e4r komplicerat att utveckla programvara f\u00f6r ljudigenk\u00e4nning, s\u00e5 satsa 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