{"id":6432,"date":"2026-10-03T18:44:51","date_gmt":"2026-10-03T10:44:51","guid":{"rendered":"https:\/\/www.transyncai.com\/?p=6432"},"modified":"2026-10-03T18:44:51","modified_gmt":"2026-10-03T10:44:51","slug":"real-time-speech-to-text-hidden-clocks","status":"publish","type":"post","link":"https:\/\/www.transyncai.com\/tr\/blog\/real-time-speech-to-text-hidden-clocks\/","title":{"rendered":"Ger\u00e7ek Zamanl\u0131 Konu\u015fmadan Metne D\u00f6n\u00fc\u015ft\u00fcrme: \u00d6nemli 4 Gizli Saat"},"content":{"rendered":"<div id=\"attachment_6433\" style=\"width: 910px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-6433\" class=\"size-full wp-image-6433\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/182.png\" alt=\"Ger\u00e7ek Zamanl\u0131 Konu\u015fmadan Metne D\u00f6n\u00fc\u015ft\u00fcrme: \u00d6nemli 4 Gizli Saat\" width=\"900\" height=\"600\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/182.png 900w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/182-300x200.png 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/182-768x512.png 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/182-18x12.png 18w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><p id=\"caption-attachment-6433\" class=\"wp-caption-text\">Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme, h\u0131zl\u0131 altyaz\u0131lardan \u00e7ok daha fazlas\u0131d\u0131r. Se\u00e7im yapmadan \u00f6nce 4 gizli zamanlay\u0131c\u0131y\u0131, revizyonlar\u0131, konu\u015fmac\u0131 y\u00f6netimini ve \u00e7ok dilli toplant\u0131 uyumlulu\u011funu \u00f6l\u00e7\u00fcn.<\/p><\/div>\n<p>Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme, bir demoda m\u00fckemmel g\u00f6r\u00fcnebilir ancak bir konu\u015fmada ba\u015far\u0131s\u0131z olabilir. \u0130lk kelimeler 300 milisaniyede ortaya \u00e7\u0131kabilir, ancak c\u00fcmle iki saniye boyunca de\u011fi\u015fmeye devam edebilir. Konu\u015fmac\u0131 etiketi gelebilir, ard\u0131ndan revize edilebilir. Cilalanm\u0131\u015f bir transkript h\u0131zla haz\u0131r olabilir, ancak karar\u0131 de\u011fi\u015ftiren olumsuzlama atlanabilir.<\/p>\n<p>Bu nedenle \u201cNe kadar h\u0131zl\u0131?\u201d sorusu yanl\u0131\u015f bir ilk sorudur. Faydal\u0131 bir de\u011ferlendirme i\u00e7in d\u00f6rt zamanlay\u0131c\u0131ya ihtiya\u00e7 vard\u0131r: ilk metne ula\u015fma s\u00fcresi, sabit metne ula\u015fma s\u00fcresi, tamamlanan bir tur s\u00fcresi ve kullan\u0131labilir bir kayda ula\u015fma s\u00fcresi. Her zamanlay\u0131c\u0131 farkl\u0131 bir operasyonel ihtiyaca cevap verir.<\/p>\n<p>Bu makale \u015fu konuyu ele almaktad\u0131r: <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> G\u00f6rsel bir efekt yerine \u00f6l\u00e7\u00fclebilir bir s\u00fcre\u00e7 olarak ele al\u0131yor. Uzmanla\u015fm\u0131\u015f ak\u0131\u015f API&#039;lerini kullan\u0131ma haz\u0131r \u00e7ok dilli bir toplant\u0131 \u00fcr\u00fcn\u00fcyle kar\u015f\u0131la\u015ft\u0131r\u0131yor, tekrarlanabilir bir test senaryosu sunuyor ve kat\u0131l\u0131mc\u0131lar\u0131n \u00e7eviriye, ses \u00e7\u0131k\u0131\u015f\u0131na veya notlara ihtiya\u00e7 duydu\u011fu durumlarda yaln\u0131zca transkripsiyonun yetersiz kald\u0131\u011f\u0131n\u0131 a\u00e7\u0131kl\u0131yor.<\/p>\n<h2 id=\"the-60-second-answer\" class=\"atx\">60 Saniyelik Cevap<\/h2>\n<p><strong>Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Konu\u015fmac\u0131 h\u00e2l\u00e2 konu\u015furken canl\u0131 ses ak\u0131\u015f\u0131n\u0131 metne d\u00f6n\u00fc\u015ft\u00fcr\u00fcr. G\u00f6r\u00fcnt\u00fclenen metin genellikle ge\u00e7icidir. Model daha fazla ba\u011flam ald\u0131k\u00e7a, bir duraklama tespit ettik\u00e7e, konu\u015fmac\u0131y\u0131 belirledik\u00e7e, noktalama i\u015faretleri uygulad\u0131k\u00e7a veya bir ifadeyi sonland\u0131rd\u0131k\u00e7a ilk kelimeler revize edilebilir.<\/p>\n<p>D\u00f6rt saat \u015funlard\u0131r:<\/p>\n<ol>\n<li><strong>\u0130lk metin gecikmesi:<\/strong> Herhangi bir hipotezin ortaya \u00e7\u0131kmas\u0131 ne kadar s\u00fcrer?<\/li>\n<li><strong>Kararl\u0131l\u0131k gecikmesi:<\/strong> Kelimelerin de\u011fi\u015fmesi ne zaman duracak?<\/li>\n<li><strong>Tur sonland\u0131rma gecikmesi:<\/strong> Sistemin bir konu\u015fma s\u0131ras\u0131n\u0131n veya ifadenin sona erdi\u011fine karar vermesi ne kadar s\u00fcrer?<\/li>\n<li><strong>\u0130\u015f ak\u0131\u015f\u0131 gecikmesi:<\/strong> Transkriptin arama, not alma, i\u015flem yapma, \u00e7eviri veya uygulama yan\u0131t\u0131 i\u00e7in kullan\u0131labilir hale gelmesi ne kadar s\u00fcrer?<\/li>\n<\/ol>\n<p>Sesli asistan, ne zaman cevap verece\u011fine karar vermesi gerekti\u011finden, konu\u015fma s\u0131ras\u0131n\u0131n kesinli\u011fine \u00f6ncelik verebilir. Eri\u015filebilirlik altyaz\u0131lar\u0131, h\u0131zl\u0131 ve okunabilir k\u0131smi metne \u00f6ncelik verebilir. Toplant\u0131 kayd\u0131, isimler, numaralar ve konu\u015fmac\u0131 atf\u0131 daha g\u00fcvenilir hale gelirse, biraz daha yava\u015f g\u00f6r\u00fcnt\u00fclenmeye tolerans g\u00f6sterebilir. \u00c7ok dilli bir toplant\u0131, tan\u0131ma i\u015fleminden sonra ba\u015fka bir a\u015fama daha ekler: \u00e7eviri, birinin cevap verebilmesi i\u00e7in yeterince h\u0131zl\u0131 bir \u015fekilde gelmelidir.<\/p>\n<h2 id=\"real-time-speech-to-text-is-a-moving-hypothesis\" class=\"atx\">Ger\u00e7ek Zamanl\u0131 Konu\u015fmadan Metne D\u00f6n\u00fc\u015ft\u00fcrme, Geli\u015fen Bir Hipotezdir<\/h2>\n<p>Canl\u0131 transkript tek ad\u0131mda olu\u015fturulmaz:<\/p>\n<p><strong>mikrofon veya sistem sesi \u2192 kodlama ve iletim \u2192 konu\u015fma alg\u0131lama \u2192 ge\u00e7ici tan\u0131ma \u2192 d\u00fczeltme \u2192 sonland\u0131rma \u2192 konu\u015fmac\u0131 etiketleme ve bi\u00e7imlendirme \u2192 uygulama i\u015flemi<\/strong><\/p>\n<p>Ekran genellikle yaln\u0131zca orta k\u0131sm\u0131 g\u00f6sterir. Bu da yayg\u0131n bir yan\u0131lg\u0131ya yol a\u00e7ar: metin hemen g\u00f6r\u00fcnd\u00fc\u011f\u00fc i\u00e7in kullan\u0131c\u0131lar sonucun tamamland\u0131\u011f\u0131n\u0131 varsayarlar. Ger\u00e7ekte ise, ses i\u015fleme motoru hala kelime s\u0131n\u0131rlar\u0131n\u0131, noktalama i\u015faretlerini, dili veya konu\u015fmac\u0131n\u0131n kimli\u011fini yeniden de\u011ferlendiriyor olabilir.<\/p>\n<p>Uzmanla\u015fm\u0131\u015f API&#039;ler bu ayr\u0131m\u0131 a\u00e7\u0131k\u00e7a ortaya koymaktad\u0131r. <strong><a href=\"https:\/\/developers.deepgram.com\/docs\/understand-endpointing-interim-results\/\" target=\"_blank\" rel=\"noopener\">Deepgram<\/a><\/strong> Ara ve nihai sonu\u00e7lar\u0131 ayr\u0131 ayr\u0131 d\u00f6nd\u00fcr\u00fcr. Dok\u00fcmantasyonunda, \u00f6n metnin de\u011fi\u015febilece\u011fi, nihai b\u00f6l\u00fcmlerin ise tam bir konu\u015fma olu\u015fturmak i\u00e7in eklenmesi gerekti\u011fi a\u00e7\u0131klanmaktad\u0131r. Ayr\u0131 bir konu\u015fma sonland\u0131rma sinyali, sistemin duraklama gibi bir biti\u015f noktas\u0131 tespit etti\u011fini g\u00f6sterir.<\/p>\n<p><strong><a href=\"https:\/\/soniox.com\/docs\/api-reference\/stt\/websocket-api\" target=\"_blank\" rel=\"noopener\">Soniox<\/a><\/strong> Kal\u0131c\u0131 bir ak\u0131\u015f ba\u011flant\u0131s\u0131 \u00fczerinden nihai ve nihai olmayan belirte\u00e7leri, zaman damgalar\u0131n\u0131, g\u00fcvenirlik d\u00fczeyini, dil bilgilerini, iste\u011fe ba\u011fl\u0131 konu\u015fmac\u0131 etiketlerini ve i\u015flem ilerlemesini g\u00f6sterir. <strong><a href=\"https:\/\/www.assemblyai.com\/products\/streaming-speech-to-text\" target=\"_blank\" rel=\"noopener\">AssemblyAI<\/a><\/strong> Benzer \u015fekilde, desteklenen modellerde k\u0131smi ve nihai transkriptler, biti\u015f noktalar\u0131, kelime d\u00fczeyinde zaman damgalar\u0131, anahtar kelime y\u00f6nlendirmesi ve ak\u0131\u015f halinde konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rmas\u0131 sunmaktad\u0131r.<\/p>\n<p>Bu kontroller geli\u015ftiriciler i\u00e7in faydal\u0131d\u0131r. Ayr\u0131ca son kullan\u0131c\u0131n\u0131n neden yarg\u0131lamamas\u0131 gerekti\u011fini de ortaya koymaktad\u0131r. <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Sadece g\u00f6r\u00fcnen ilk \u00e7izgiye bakarak.<\/p>\n<h2 id=\"clock-1-time-to-first-text\" class=\"atx\">Saat 1: \u0130lk Mesaja Kadar Ge\u00e7en S\u00fcre<\/h2>\n<p>\u0130lk zamanlay\u0131c\u0131, konu\u015fma sisteme ula\u015ft\u0131\u011f\u0131nda ba\u015flar ve ilk bo\u015f olmayan hipotez uygulama taraf\u0131ndan g\u00f6r\u00fclebilir veya kullan\u0131labilir hale geldi\u011finde durur.<\/p>\n<p>Bu \u00f6l\u00e7\u00fcm, model \u00e7\u0131kar\u0131m\u0131ndan daha fazlas\u0131n\u0131 i\u00e7erir:<\/p>\n<ul>\n<li>Mikrofon veya toplant\u0131 ses kayd\u0131.<\/li>\n<li>Tampon boyutu ve sesin par\u00e7alara ayr\u0131lmas\u0131.<\/li>\n<li>Yeniden \u00f6rnekleme veya kodlama.<\/li>\n<li>A\u011f ta\u015f\u0131mac\u0131l\u0131\u011f\u0131.<\/li>\n<li>Sunucu i\u015flemleri.<\/li>\n<li>D\u00f6n\u00fc\u015f ula\u015f\u0131m\u0131.<\/li>\n<li>Aray\u00fcz olu\u015fturma.<\/li>\n<\/ul>\n<p>\u00d6l\u00e7\u00fcm <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Veriler, API kontrol panelinden de\u011fil, ger\u00e7ek kullan\u0131c\u0131 cihaz\u0131ndan al\u0131n\u0131r. Bir sat\u0131c\u0131n\u0131n sunucu taraf\u0131ndaki rakam\u0131, ses arabelle\u011finden, istemci a\u011f ileti\u015fiminden, taray\u0131c\u0131 olu\u015fturmas\u0131ndan ve toplant\u0131 platformunun kendi gecikmesinden ba\u011f\u0131ms\u0131z olabilir.<\/p>\n<p>Kullan\u0131c\u0131lar\u0131n sistemin onlar\u0131 dinledi\u011fine dair g\u00fcvenceye ihtiya\u00e7 duydu\u011fu durumlarda h\u0131zl\u0131 ilk metin de\u011ferlidir. Ancak aray\u00fcz, kullan\u0131c\u0131lar\u0131 karars\u0131z kelimelere g\u00f6re hareket etmeye te\u015fvik etti\u011finde daha az kullan\u0131\u015fl\u0131d\u0131r. \u0130yi bir altyaz\u0131 tasar\u0131m\u0131, ge\u00e7ici metni okunmaz hale getirmeden g\u00f6rsel olarak ay\u0131rt eder.<\/p>\n<h3 id=\"how-to-test-the-first-clock\" class=\"atx\">\u0130lk saati nas\u0131l test edebilirim?<\/h3>\n<p>Ayn\u0131 sesi ve ekran g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc saniyede 60 kare h\u0131z\u0131nda kaydedin. Bir kez alk\u0131\u015flay\u0131n, ard\u0131ndan &quot;Yenileme onaylanmad\u0131&quot; deyin. Ses dalgas\u0131n\u0131n veya alk\u0131\u015f\u0131n giri\u015fe ula\u015ft\u0131\u011f\u0131 kareyi ve ilk metnin g\u00f6r\u00fcnd\u00fc\u011f\u00fc kareyi i\u015faretleyin. Bunu on kez tekrarlay\u0131n ve en iyi sonucu de\u011fil, ortalama ve en yava\u015f sonucu bildirin.<\/p>\n<p>Test <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Normal Wi-Fi ba\u011flant\u0131s\u0131, yo\u011fun a\u011f, g\u00fcr\u00fclt\u00fc azaltma \u00f6zelli\u011fi kullanan bir diz\u00fcst\u00fc bilgisayar ve ger\u00e7ek kulakl\u0131k veya oda mikrofonu alt\u0131nda, normal y\u00fck alt\u0131nda kaybolan ilk mesaj h\u0131z\u0131 g\u00fcvenilir bir \u00fcr\u00fcn \u00f6zelli\u011fi de\u011fildir.<\/p>\n<h2 id=\"clock-2-time-to-stable-text\" class=\"atx\">Saat 2: Sabit Metne Ula\u015fma S\u00fcresi<\/h2>\n<p>\u0130kinci zamanlay\u0131c\u0131, bir metin b\u00f6l\u00fcm\u00fc art\u0131k de\u011fi\u015fmeyecek duruma geldi\u011finde durur. Bu, \u00e7o\u011fu pazarlama sunumunun gizledi\u011fi zamanlay\u0131c\u0131d\u0131r.<\/p>\n<p>S\u00f6zl\u00fc olarak verilen \u015fu ifadeyi ele alal\u0131m:<\/p>\n<blockquote><p>\u201c&quot;Per\u015fembe g\u00fcn\u00fc on be\u015f, pardon, elli adet \u00fcr\u00fcn sevk edece\u011fiz.&quot;\u201d<\/p><\/blockquote>\n<p>Ekranda \u00f6nce \u201cgemi 15\u201d, sonra \u201cgemi 50\u201d ve ard\u0131ndan noktalama i\u015faretli bir d\u00fczeltme yer alabilir. \u0130lk versiyon h\u0131zl\u0131ca geldi, ancak yaln\u0131zca son versiyonun sipari\u015fe kopyalanmas\u0131 g\u00fcvenlidir.<\/p>\n<p>\u0130stikrar \u00f6nemlidir \u00e7\u00fcnk\u00fc alt sistemler \u00e7ok erken tepki verebilir. Canl\u0131 \u00f6zet, sat\u0131\u015f asistan\u0131, uyumluluk tetikleyicisi, \u00e7eviri katman\u0131 veya sesli asistan ge\u00e7ici bir hatay\u0131 devralabilir. <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> \u0130\u015f ak\u0131\u015f\u0131nda, geli\u015ftiriciler her k\u0131smi g\u00fcncellemeyi tamamlanm\u0131\u015f bir ifade olarak ele almak yerine, motorun kesinlik sinyallerini i\u015flemelidir.<\/p>\n<h3 id=\"measure-revision-distance-not-only-delay\" class=\"atx\">Sadece gecikmeyi de\u011fil, revizyon mesafesini de \u00f6l\u00e7\u00fcn.<\/h3>\n<p>Her test c\u00fcmlesi i\u00e7in \u015funu kaydedin:<\/p>\n<ul>\n<li>Ge\u00e7ici versiyon say\u0131s\u0131.<\/li>\n<li>De\u011fi\u015ftirilen veya kald\u0131r\u0131lan kelime say\u0131s\u0131.<\/li>\n<li>Son s\u00f6ylenen kelime ile sabit metin aras\u0131ndaki s\u00fcre.<\/li>\n<li>Son kaydedilen transkriptin, kararl\u0131 ekran g\u00f6r\u00fcnt\u00fcs\u00fcyle e\u015fle\u015fip e\u015fle\u015fmedi\u011fi.<\/li>\n<li>Denge sa\u011flanmadan \u00f6nce a\u015fa\u011f\u0131 y\u00f6nl\u00fc bir eylemin tetiklenip tetiklenmedi\u011fi.<\/li>\n<\/ul>\n<p>biraz daha yava\u015f <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Sistem, daha az agresif bir \u015fekilde d\u00fczeltme yaparsa daha g\u00fcvenli olabilir. Do\u011fru denge, kullan\u0131c\u0131lar\u0131n okuma, dikte etme, yaz\u0131l\u0131m kontrol etme veya m\u00fczakere y\u00fcr\u00fctme gibi faaliyetlerde bulunup bulunmad\u0131\u011f\u0131na ba\u011fl\u0131d\u0131r.<\/p>\n<h2 id=\"clock-3-time-to-a-completed-turn\" class=\"atx\">Saat 3: Bir Turun Tamamlanmas\u0131na Kalan S\u00fcre<\/h2>\n<p>S\u00f6zler son olabilirken, konu\u015fma s\u0131ras\u0131 her zaman ayn\u0131 kalabilir. Ki\u015fi d\u00fc\u015f\u00fcnmek, nefes almak, bir rakam aramak veya bir kesintiyi beklemek i\u00e7in duraklayabilir. Sistem konu\u015fma s\u0131ras\u0131n\u0131n \u00e7ok erken bitti\u011fini ilan ederse, sesli asistan kullan\u0131c\u0131n\u0131n s\u00f6z\u00fcn\u00fc kesebilir. \u00c7ok uzun s\u00fcre beklerse, konu\u015fma tepkisiz hissettirir.<\/p>\n<p>Konu\u015fman\u0131n sonland\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in genellikle sessizlik veya ses aktivitesi kullan\u0131l\u0131r. <strong>Deepgram<\/strong> belgeler yap\u0131land\u0131r\u0131labilir u\u00e7 nokta ve ayr\u0131 <code>is_final<\/code> Ve <code>konu\u015fma_son<\/code> Eyaletler. K\u0131lavuz notlar\u0131nda, k\u0131sa e\u015fiklerin k\u0131sa chatbot yan\u0131tlar\u0131 i\u00e7in uygun olabilece\u011fi, ancak daha uzun konu\u015fma duraklamalar\u0131n\u0131n bir s\u0131ran\u0131n tamamlanm\u0131\u015f say\u0131lmas\u0131 i\u00e7in y\u00fczlerce milisaniye gerektirebilece\u011fi belirtiliyor.<\/p>\n<p>Her konu\u015fmac\u0131 i\u00e7in ge\u00e7erli evrensel bir ayar yoktur. H\u0131zl\u0131 bir \u00e7a\u011fr\u0131 merkezi senaryosu, teredd\u00fctl\u00fc bir t\u0131bbi \u00f6yk\u00fc, bir s\u0131n\u0131f dersi ve iki dilli bir m\u00fczakere farkl\u0131 duraklama kal\u0131plar\u0131na sahiptir. Bu nedenle, konu\u015fma s\u0131ras\u0131n\u0131n sonland\u0131r\u0131lmas\u0131 temel bir unsurdur. <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> \u00d6l\u00e7\u00fcm, sadece bir API ayar\u0131 de\u011fil.<\/p>\n<h3 id=\"run-the-hesitation-test\" class=\"atx\">Teredd\u00fct testini \u00e7al\u0131\u015ft\u0131r\u0131n<\/h3>\n<p>\u015eu d\u00f6rt sat\u0131r\u0131 kullan\u0131n:<\/p>\n<ol>\n<li>\u201cHesap numaram\u2026 4172.\u201d<\/li>\n<li>\u201cKat\u0131l\u0131yorum\u2026 e\u011fer teslimat tarihi Cuma g\u00fcn\u00fc olarak kal\u0131rsa.\u201d<\/li>\n<li>\u201cDozaj on be\u015f, hay\u0131r, elli miligramd\u0131r.\u201d<\/li>\n<li>\u201cAna, yapabilir misin\u2014\u201d dedikten sonra ikinci bir konu\u015fmac\u0131 s\u00f6z\u00fcn\u00fc kesti.<\/li>\n<\/ol>\n<p>Yanl\u0131\u015f d\u00f6n\u00fc\u015f sonlar\u0131n\u0131, ge\u00e7 biti\u015f noktalar\u0131n\u0131, kesintileri ve k\u0131rp\u0131lm\u0131\u015f kelimeleri say\u0131n. Ard\u0131ndan, uygulama bunu g\u00f6steriyorsa biti\u015f noktas\u0131 e\u015fi\u011fini ayarlay\u0131n. \u00dcr\u00fcn tamamlanm\u0131\u015f bir uygulama ise, davran\u0131\u015f\u0131 g\u00f6zlemleyin ve g\u00f6reve uygun olup olmad\u0131\u011f\u0131na karar verin.<\/p>\n<p>Bu saat, <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Bu, s\u0131radan transkripsiyondan ziyade konu\u015fma m\u00fchendisli\u011fi haline gelir.<\/p>\n<h2 id=\"clock-4-time-to-a-usable-record\" class=\"atx\">Saat 4: Kullan\u0131labilir Bir Rekora Ula\u015fma Zaman\u0131<\/h2>\n<p>D\u00f6rd\u00fcnc\u00fc zamanlay\u0131c\u0131, tak\u0131mlar i\u00e7in en \u00f6nemlisidir. \u00c7\u0131kt\u0131 bir sonraki eylemi destekleyebilecek duruma geldi\u011finde sona erer.<\/p>\n<p>\u201cKullan\u0131labilir\u201d \u015fu anlamlara gelebilir:<\/p>\n<ul>\n<li>Oturum s\u0131ras\u0131nda altyaz\u0131lar okunabilir durumda kal\u0131r.<\/li>\n<li>Konu\u015fmac\u0131lar belirlenebilir.<\/li>\n<li>\u0130simler, say\u0131lar ve terminoloji d\u00fczeltilebilir.<\/li>\n<li>Tam metin kopyalanabilir veya d\u0131\u015fa aktar\u0131labilir.<\/li>\n<li>Kay\u0131t aranabilir ve izinlidir.<\/li>\n<li>Bir \u00f6zet ve eylem maddeleri olu\u015fturulur.<\/li>\n<li>Kaynak metin ve \u00e7evrilmi\u015f metin e\u015fle\u015ftirilmi\u015f olarak kal\u0131r.<\/li>\n<li>Saklama ve silme i\u015flemleri anla\u015f\u0131lm\u0131\u015ft\u0131r.<\/li>\n<\/ul>\n<p>Bir sistem ilk \u00fc\u00e7 saati kazan\u0131p d\u00f6rd\u00fcnc\u00fcs\u00fcn\u00fc kaybedebilir. Ham JSON ak\u0131\u015f\u0131 bir toplant\u0131 kayd\u0131 de\u011fildir. Kaybolan h\u0131zl\u0131 altyaz\u0131lar kan\u0131t niteli\u011fi ta\u015f\u0131maz. \u0130zlenebilir bir transkripti olmayan g\u00fczel bir \u00f6zet, tan\u0131ma hatalar\u0131n\u0131 gizleyebilir. \u0130\u015fte bu y\u00fczden <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Tedarik s\u00fcrecinde, ak\u0131\u015f modelinin yan\u0131 s\u0131ra tamamlanm\u0131\u015f i\u015f ak\u0131\u015f\u0131 da \u00f6l\u00e7\u00fclmelidir.<\/p>\n<p><strong>Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Bu nedenle de\u011ferlendirme, olu\u015fturulma noktas\u0131nda de\u011fil, kullan\u0131m noktas\u0131nda yap\u0131lmal\u0131d\u0131r. Kat\u0131l\u0131mc\u0131dan, de\u011ferlendiriciden, geli\u015ftiriciden ve y\u00f6neticiden ayn\u0131 oturumu kendi bak\u0131\u015f a\u00e7\u0131lar\u0131ndan test etmelerini isteyin.<\/p>\n<h2 id=\"four-routes-compared-by-the-four-clocks\" class=\"atx\">D\u00f6rt Saate G\u00f6re Kar\u015f\u0131la\u015ft\u0131r\u0131lan D\u00f6rt Rota<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u00dcr\u00fcn<\/th>\n<th>\u00dcr\u00fcn t\u00fcr\u00fc<\/th>\n<th>\u0130lk metin<\/th>\n<th>Kararl\u0131l\u0131k ve kesinlik kontrolleri<\/th>\n<th>Konu\u015fmac\u0131 kullan\u0131m\u0131<\/th>\n<th>\u00c7ok dilli rol<\/th>\n<th>Kullan\u0131labilir kay\u0131t i\u015f ak\u0131\u015f\u0131<\/th>\n<th>En uygun olan<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Transync AI<\/td>\n<td>Kullan\u0131ma haz\u0131r toplant\u0131 \u00e7eviri uygulamas\u0131<\/td>\n<td>Canl\u0131 iki dilli ekran<\/td>\n<td>API parametreleri olarak sunulmak yerine \u00fcr\u00fcn taraf\u0131ndan y\u00f6netilir.<\/td>\n<td>Se\u00e7ilen dil \u00e7iftini otomatik olarak ay\u0131rt eder; orijinal ve \u00e7evrilmi\u015f metni inceler.<\/td>\n<td>60 dil, \u00e7ift dilli altyaz\u0131, seslendirme \u00e7evirisi<\/td>\n<td>\u00c7eviri kayd\u0131, transkript ve yapay zeka toplant\u0131 \u00f6zeti<\/td>\n<td>Uygulama geli\u015ftirmeye gerek duymadan canl\u0131, diller aras\u0131 ileti\u015fime ihtiya\u00e7 duyan bireyler ve ekipler<\/td>\n<\/tr>\n<tr>\n<td>Deepgram<\/td>\n<td>Ak\u0131\u015fl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme API&#039;si<\/td>\n<td>Ara sonu\u00e7lar etkinle\u015ftirilebilir.<\/td>\n<td>Ara\/nihai sonu\u00e7lar\u0131, sonland\u0131rma noktalar\u0131n\u0131, konu\u015fma sonu olaylar\u0131n\u0131, konu\u015fma sonu kontrollerini ve manuel sonland\u0131rmay\u0131 g\u00f6sterir.<\/td>\n<td>Diyarizasyon ve \u00e7ok kanall\u0131 se\u00e7enekler yap\u0131land\u0131rmaya\/modele ba\u011fl\u0131d\u0131r.<\/td>\n<td>Ak\u0131\u015f dili ve model se\u00e7enekleri; \u00e7eviri ayr\u0131 bir i\u015f ak\u0131\u015f\u0131 karar\u0131d\u0131r.<\/td>\n<td>M\u00fc\u015fteri, depolama, d\u00fczenleme, izinler, \u00f6zetler ve kullan\u0131c\u0131 aray\u00fcz\u00fcn\u00fc olu\u015fturmal\u0131d\u0131r.<\/td>\n<td>Sesli asistanlar, altyaz\u0131lar, \u00e7a\u011fr\u0131 zekas\u0131 veya \u00f6zel transkripsiyon \u00fcr\u00fcnleri geli\u015ftiren yaz\u0131l\u0131mc\u0131lar.<\/td>\n<\/tr>\n<tr>\n<td>AssemblyAI<\/td>\n<td>Ak\u0131\u015fl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme API&#039;si<\/td>\n<td>Ak\u0131\u015f ba\u011flant\u0131s\u0131 arac\u0131l\u0131\u011f\u0131yla k\u0131smi transkriptler geri g\u00f6nderildi.<\/td>\n<td>Ak\u0131ll\u0131 u\u00e7 nokta belirleme ve de\u011fi\u015ftirilemez nihai transkriptler; modele \u00f6zg\u00fc davran\u0131\u015f ge\u00e7erlidir.<\/td>\n<td>Desteklenen modellerde ak\u0131\u015fl\u0131 konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rma ve konu\u015fmac\u0131 d\u00fczeltme olaylar\u0131 mevcuttur.<\/td>\n<td>\u00c7ok dilli ak\u0131\u015f modeli, yay\u0131nlanm\u0131\u015f bir dil k\u00fcmesini destekler.<\/td>\n<td>M\u00fc\u015fteri, tamamlanm\u0131\u015f uygulamay\u0131 ve kay\u0131t ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc olu\u015fturur.<\/td>\n<td>Dijitalle\u015ftirme ve ileri d\u00fczey zeka \u00f6zelliklerine sahip ak\u0131\u015f tabanl\u0131 tan\u0131ma ihtiyac\u0131 duyan \u00fcr\u00fcn ekipleri<\/td>\n<\/tr>\n<tr>\n<td>Soniox<\/td>\n<td>Ger\u00e7ek zamanl\u0131 konu\u015fma yapay zeka API&#039;si<\/td>\n<td>Son i\u015flem g\u00f6rmemi\u015f token&#039;lar d\u00fc\u015f\u00fck gecikmeyle ak\u0131\u015f halinde g\u00f6nderilir.<\/td>\n<td>Son belirte\u00e7 bayraklar\u0131, manuel sonland\u0131rma, belirte\u00e7 zaman damgalar\u0131 ve i\u015flem ilerlemesi<\/td>\n<td>\u0130ste\u011fe ba\u011fl\u0131 konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rma<\/td>\n<td>API yap\u0131land\u0131rmas\u0131 arac\u0131l\u0131\u011f\u0131yla ger\u00e7ek zamanl\u0131 \u00e7ok dilli transkripsiyon ve \u00e7eviri<\/td>\n<td>M\u00fc\u015fteri aray\u00fcz\u00fc, kal\u0131c\u0131l\u0131\u011f\u0131, incelemeyi ve y\u00f6neti\u015fimi olu\u015fturur.<\/td>\n<td>\u00c7ok dilli toplant\u0131lar, yay\u0131nlar, asistanlar veya ses aray\u00fczleri geli\u015ftiren yaz\u0131l\u0131mc\u0131lar<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u00d6zellikler, 3 Ekim 2026 tarihinde resmi \u00fcr\u00fcn dok\u00fcmanlar\u0131na g\u00f6re kontrol edilmi\u015ftir. Modeller, diller, s\u0131n\u0131rlamalar ve fiyatland\u0131rma de\u011fi\u015febilir.<\/em><\/p>\n<p>Bu tablo, evrensel bir kazanan\u0131 s\u0131ralamaz. \u0130ki sat\u0131n alma karar\u0131n\u0131 birbirinden ay\u0131r\u0131r: bir ak\u0131\u015f API&#039;si etraf\u0131nda bir \u00fcr\u00fcn olu\u015fturmak veya haz\u0131r bir i\u015f ak\u0131\u015f\u0131 kullanmak. En iyi <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> G\u00fczergah, ses yakalama, aray\u00fcz tasar\u0131m\u0131, d\u00fczeltmeler, depolama ve destek hizmetlerinin kime ait oldu\u011funa ba\u011fl\u0131d\u0131r.<\/p>\n<h2 id=\"route-1-use-transync-ai-when-speech-must-cross-languages\" class=\"atx\">Rota 1: Konu\u015fman\u0131n Diller Aras\u0131 Ge\u00e7i\u015fi Gerekti\u011finde Transync Yapay Zekas\u0131n\u0131 Kullan\u0131n<\/h2>\n<p><strong><a href=\"https:\/\/www.transyncai.com\/tr\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4281\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile.jpg\" alt=\"Transync AI masa\u00fcst\u00fc ve mobil\" width=\"2400\" height=\"1260\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile.jpg 2400w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-300x158.jpg 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-1024x538.jpg 1024w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-768x403.jpg 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-1536x806.jpg 1536w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-2048x1075.jpg 2048w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/05\/2026.01.12-Transync-AI-desktop-and-mobile-18x9.jpg 18w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/a><\/strong><\/p>\n<p><strong><a href=\"https:\/\/www.transyncai.com\/tr\/\">Transync AI<\/a><\/strong> Bu, genel ama\u00e7l\u0131 bir konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme API&#039;si olarak sat\u0131lmamaktad\u0131r. Tan\u0131ma \u00f6zelli\u011fini \u00e7eviriyle birle\u015ftiren, kullan\u0131ma haz\u0131r bir toplant\u0131 ve g\u00f6r\u00fc\u015fme \u00fcr\u00fcn\u00fcd\u00fcr. <strong><a href=\"https:\/\/www.transyncai.com\/tr\/tools\/real-time-translation\/\">ger\u00e7ek zamanl\u0131 \u00e7eviri i\u015f ak\u0131\u015f\u0131<\/a><\/strong> 60 dili destekler ve \u00e7evrilmi\u015f metnin yan\u0131nda orijinal konu\u015fmay\u0131 da g\u00f6sterir; bu da kullan\u0131c\u0131lar\u0131n tan\u0131ma hatalar\u0131n\u0131 \u00e7eviri hatalar\u0131ndan ay\u0131rmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n<p>\u00c7evrimi\u00e7i aramalar i\u00e7in, <strong><a href=\"https:\/\/www.transyncai.com\/tr\/tools\/live-meeting-translation\/\">canl\u0131 toplant\u0131 \u00e7evirisi<\/a><\/strong> Se\u00e7ilen mikrofon veya bilgisayar ses yolu arac\u0131l\u0131\u011f\u0131yla farkl\u0131 konferans ortamlar\u0131yla birlikte \u00e7al\u0131\u015fabilir. <strong><a href=\"https:\/\/www.transyncai.com\/tr\/tools\/picture-in-picture\/\">Resim i\u00e7inde resim altyaz\u0131lar\u0131<\/a><\/strong> Kullan\u0131c\u0131n\u0131n ayr\u0131 bir metin d\u00f6k\u00fcm\u00fc sekmesini izlemesini zorlamak yerine, desteklenen uygulamalar\u0131n \u00fczerinde \u00e7ift dilli metni g\u00f6r\u00fcn\u00fcr halde tutun.<\/p>\n<p>Bir g\u00f6r\u00fc\u015fme \u00f6ncesinde, <strong><a href=\"https:\/\/www.transyncai.com\/tr\/tools\/ai-assistant-keywords-context\/\">Anahtar Kelimeler ve Ba\u011flam<\/a><\/strong> \u0130simler, k\u0131saltmalar, \u00fcr\u00fcn terimleri ve arka plan bilgileri haz\u0131rlanabilir. Oturumdan sonra, transkript orijinal ve \u00e7evrilmi\u015f metni korurken, <strong><a href=\"https:\/\/www.transyncai.com\/tr\/tools\/ai-meeting-notes\/\">Yapay Zeka Toplant\u0131 Notlar\u0131<\/a><\/strong> \u00d6zetler ve eylem maddeleri olu\u015fturabilir. Mevcut tutanak k\u0131lavuzunda, toplant\u0131 \u00f6zetlerinin 55 dilde olu\u015fturulabilece\u011fi belirtilmektedir.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_2053\" style=\"width: 1090px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-2053\" class=\"size-full wp-image-2053\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2.jpg\" alt=\"Transync AI aktif yapay zeka asistan paneli, &#039;Transync AI&#039;, &#039;\u00c7evirmen&#039; ve &#039;Ger\u00e7ek zamanl\u0131&#039; anahtar kelimeleriyle ger\u00e7ek zamanl\u0131 \u00e7eviri \u00f6zelli\u011fine sahiptir.\" width=\"1080\" height=\"1080\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2.jpg 1080w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-300x300.jpg 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-1024x1024.jpg 1024w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-150x150.jpg 150w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-768x768.jpg 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-12x12.jpg 12w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-140x140.jpg 140w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-100x100.jpg 100w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-500x500.jpg 500w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-350x350.jpg 350w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-1000x1000.jpg 1000w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2025\/10\/Keywords-And-context-2-800x800.jpg 800w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><p id=\"caption-attachment-2053\" class=\"wp-caption-text\">Transync AI aray\u00fcz\u00fc, &#039;Transync AI&#039;, &#039;\u00c7evirmen&#039; ve &#039;Ger\u00e7ek zamanl\u0131&#039; anahtar kelimeleriyle yapay zeka asistan\u0131 etkinle\u015ftirme panelini vurgulayarak, do\u011fru \u00e7eviriler i\u00e7in \u00f6zel anahtar kelimelerin nas\u0131l girilece\u011fini g\u00f6sterir.<\/p><\/div>\n<p style=\"text-align: center\"><a class=\"nectar-button n-sc-button medium accent-color regular-button\" target=\"_blank\" href=\"https:\/\/www.transyncai.com\/tr\/\" data-color-override=\"false\" data-hover-color-override=\"false\" data-hover-text-color-override=\"#fff\"><span>Transync AI&#039;y\u0131 \u00dccretsiz Deneyin<\/span><\/a>\n<p>Se\u00e7mek <strong>Transync AI<\/strong> \u0130\u015f hedefi diller aras\u0131 anlama ve yan\u0131t verme oldu\u011funda, bunun yerine ak\u0131\u015f API&#039;si tercih edin. Ekip kendi sesli asistan\u0131n\u0131, \u00e7a\u011fr\u0131 analiz platformunu, eri\u015filebilirlik \u00fcr\u00fcn\u00fcn\u00fc veya g\u00f6m\u00fcl\u00fc transkripsiyon aray\u00fcz\u00fcn\u00fc geli\u015ftiriyorsa, bu y\u00f6ntem daha uygundur.<\/p>\n<p>Bu s\u0131n\u0131rlama \u00f6nemlidir: <strong>Transync AI<\/strong> Bu, genel ama\u00e7l\u0131 \u00e7evrimd\u0131\u015f\u0131 dikte motoru veya geli\u015ftirici STT u\u00e7 noktas\u0131 de\u011fildir. \u00d6nemli bir toplant\u0131dan \u00f6nce ses y\u00f6nlendirme, a\u011f kalitesi, dil \u00e7iftleri, mikrofonlar ve uzaktan iletim test edilmelidir.<\/p>\n<h2 id=\"route-2-use-deepgram-when-turn-timing-is-part-of-the-product\" class=\"atx\">Rota 2: D\u00f6n\u00fc\u015f zamanlamas\u0131n\u0131n \u00fcr\u00fcn\u00fcn bir par\u00e7as\u0131 oldu\u011fu durumlarda Deepgram kullan\u0131n.<\/h2>\n<p><strong>Deepgram<\/strong> Bu, \u00f6zellikle geli\u015ftiriciler i\u00e7in \u00f6\u011freticidir \u00e7\u00fcnk\u00fc dok\u00fcmantasyonu ara sonu\u00e7lar\u0131, nihai b\u00f6l\u00fcmleri, alg\u0131lanan konu\u015fma biti\u015f noktalar\u0131n\u0131 ve konu\u015fma sonu olaylar\u0131n\u0131 birbirinden ay\u0131r\u0131r. Bu ayr\u0131m, bir uygulaman\u0131n ne zaman metin g\u00f6sterece\u011fine, kal\u0131c\u0131 metin ekleyece\u011fine veya bir yan\u0131t\u0131 tetikleyece\u011fine karar vermesini sa\u011flar.<\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6437\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-scaled.png\" alt=\"\" width=\"2560\" height=\"1378\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-scaled.png 2560w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-300x162.png 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-1024x551.png 1024w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-768x414.png 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-1536x827.png 1536w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-2048x1103.png 2048w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Deepgram-18x10.png 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p style=\"text-align: center\"><a class=\"nectar-button n-sc-button medium see-through-2\" target=\"_blank\" href=\"https:\/\/developers.deepgram.com\/docs\/live-streaming-audio\" data-color-override=\"#000000\" data-hover-color-override=\"#27ccc0\" data-hover-text-color-override=\"#fff\" rel=\"noopener\"><span>Deepgram Yay\u0131nlar\u0131n\u0131 Ke\u015ffedin<\/span><\/a>\n<p>Kullanmak <strong>Deepgram<\/strong> \u00dcr\u00fcn ekibi, sabit bir altyaz\u0131 aray\u00fcz\u00fcn\u00fc kabul etmek yerine, konu\u015fma davran\u0131\u015f\u0131n\u0131 ayarlamaya ihtiya\u00e7 duydu\u011funda bu durum de\u011fi\u015fir. Ekip, ses iletimi, durum y\u00f6netimi, k\u0131smi metin olu\u015fturma, depolama, kimlik do\u011frulama, izinler, d\u00fczeltmeler ve son kullan\u0131c\u0131 deneyiminden sorumlu olmaya devam eder.<\/p>\n<p>S\u0131k yap\u0131lan bir uygulama hatas\u0131, yaln\u0131zca en son yan\u0131t\u0131 kaydetmek veya yaln\u0131zca konu\u015fman\u0131n sonland\u0131\u011f\u0131 bir olay\u0131 beklemektir. Resmi k\u0131lavuz, uzun bir konu\u015fman\u0131n, konu\u015fman\u0131n alg\u0131lanan sonundan \u00f6nce birden fazla tamamlanm\u0131\u015f transkript b\u00f6l\u00fcm\u00fc i\u00e7erebilece\u011fini a\u00e7\u0131klamaktad\u0131r. Uygulama, son b\u00f6l\u00fcmleri do\u011fru \u015fekilde birle\u015ftirmelidir.<\/p>\n<h2 id=\"route-3-use-assemblyai-when-streaming-speaker-labels-matter\" class=\"atx\">3. Yol: Yay\u0131nlarda Konu\u015fmac\u0131 Etiketleri \u00d6nemli Oldu\u011funda AssemblyAI Kullan\u0131n<\/h2>\n<p><strong>AssemblyAI<\/strong> Bu yaz\u0131l\u0131m, k\u0131smi ve nihai transkriptler, u\u00e7 nokta belirleme, anahtar kelime y\u00f6nlendirmesi, kelime zaman damgalar\u0131 ve desteklenen konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rma modlar\u0131 i\u00e7eren ak\u0131\u015f modelleri sunar. Dok\u00fcmantasyonunda ayr\u0131ca konu\u015fmac\u0131 d\u00fczeltme olaylar\u0131 da a\u00e7\u0131klanmaktad\u0131r: model, daha fazla kan\u0131t toplad\u0131k\u00e7a \u00f6nceki konu\u015fmac\u0131 etiketlerini d\u00fczeltebilir.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6435\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-scaled.png\" alt=\"\" width=\"2560\" height=\"1376\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-scaled.png 2560w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-300x161.png 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-1024x550.png 1024w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-768x413.png 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-1536x826.png 1536w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-2048x1101.png 2048w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/AssemblyAI-18x10.png 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p style=\"text-align: center\"><a class=\"nectar-button n-sc-button medium see-through-2\" target=\"_blank\" href=\"https:\/\/www.assemblyai.com\/products\/streaming-speech-to-text\" data-color-override=\"#000000\" data-hover-color-override=\"#27ccc0\" data-hover-text-color-override=\"#fff\" rel=\"noopener\"><span>AssemblyAI Streaming&#039;i ke\u015ffedin<\/span><\/a>\n<p>Bu d\u00fczeltme davran\u0131\u015f\u0131, canl\u0131 aray\u00fczlerde \u00f6nemlidir. Bir uygulama &quot;Konu\u015fmac\u0131 A&quot;y\u0131 \u00e7ok erken kal\u0131c\u0131 olarak i\u015faretlerse, daha sonraki d\u00fczeltmeler kaydedilen kayda asla ula\u015famayabilir. Kullan\u0131c\u0131 aray\u00fcz\u00fcn\u00fcn, bekleyen etiketler ve d\u00fczeltmeler i\u00e7in bilin\u00e7li bir stratejiye ihtiyac\u0131 vard\u0131r.<\/p>\n<p>Se\u00e7mek <strong>AssemblyAI<\/strong> Konu\u015fmac\u0131ya duyarl\u0131 ak\u0131\u015f ve uygulama d\u00fczeyinde kontrol\u00fcn \u00f6nemli oldu\u011fu durumlarda. Planlanan da\u011f\u0131t\u0131m i\u00e7in kesin modeli, dil deste\u011fini, konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rma davran\u0131\u015f\u0131n\u0131, t\u0131bbi se\u00e7enekleri ve veri gereksinimlerini do\u011frulay\u0131n; \u00f6zellikler ak\u0131\u015f modeline g\u00f6re de\u011fi\u015fiklik g\u00f6sterir.<\/p>\n<h2 id=\"route-4-use-soniox-for-multilingual-streaming-apis\" class=\"atx\">Rota 4: \u00c7ok Dilli Ak\u0131\u015f API&#039;leri i\u00e7in Soniox Kullan\u0131m\u0131<\/h2>\n<p><strong>Soniox<\/strong> WebSocket API&#039;si \u00fczerinden ger\u00e7ek zamanl\u0131 transkripsiyon ve \u00e7eviriyi birle\u015ftirir. Mevcut aray\u00fcz, dil ipu\u00e7lar\u0131n\u0131, ba\u011flam \u00f6zelle\u015ftirmesini, konu\u015fmac\u0131 ayr\u0131\u015ft\u0131rmas\u0131n\u0131, \u00e7eviri yap\u0131land\u0131rmas\u0131n\u0131, belirte\u00e7 d\u00fczeyinde zaman damgalar\u0131n\u0131, g\u00fcvenirlik d\u00fczeyini, kesinli\u011fi ve dil bilgilerini destekler.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-6439\" src=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-scaled.png\" alt=\"\" width=\"2560\" height=\"1379\" srcset=\"https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-scaled.png 2560w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-300x162.png 300w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-1024x551.png 1024w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-768x414.png 768w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-1536x827.png 1536w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-2048x1103.png 2048w, https:\/\/www.transyncai.com\/wp-content\/uploads\/2026\/10\/Soniox-API-18x10.png 18w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/p>\n<p style=\"text-align: center\"><a class=\"nectar-button n-sc-button medium see-through-2\" target=\"_blank\" href=\"https:\/\/soniox.com\/docs\/api-reference\/stt\/websocket-api\" data-color-override=\"#000000\" data-hover-color-override=\"#27ccc0\" data-hover-text-color-override=\"#fff\" rel=\"noopener\"><span>Soniox Yay\u0131nlar\u0131n\u0131 Ke\u015ffedin<\/span><\/a>\n<p>Bu yapar <strong>Soniox<\/strong> geli\u015ftiricilerin istedi\u011fi zaman ilgili <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> ve kendi uygulamalar\u0131 i\u00e7inde \u00e7ok dilli \u00e7\u0131kt\u0131. Ba\u011flam yap\u0131land\u0131rmas\u0131 alan terimlerine yard\u0131mc\u0131 olabilir, ancak \u00f6zellik ad\u0131ndan varsay\u0131lmak yerine sabit bir terminoloji beti\u011fiyle test edilmelidir.<\/p>\n<p>Di\u011fer API&#039;lerde oldu\u011fu gibi, bu hizmet de yap\u0131 ta\u015flar\u0131 sunar. Al\u0131c\u0131, kat\u0131l\u0131mc\u0131 eri\u015fimi, d\u00fczeltmeler, saklama, d\u0131\u015fa aktarma, \u00f6zetler, y\u00f6netim kontrolleri, izleme, hata kurtarma ve destek gibi i\u015flevleri yine de kendisi olu\u015fturmal\u0131d\u0131r.<\/p>\n<h2 id=\"why-word-error-rate-is-not-enough\" class=\"atx\">Kelime Hata Oran\u0131 Neden Yeterli De\u011fil?<\/h2>\n<p>Kelime hata oran\u0131, referans metne g\u00f6re yap\u0131lan yer de\u011fi\u015ftirmeleri, silmeleri ve eklemeleri \u00f6l\u00e7er. Faydal\u0131d\u0131r, ancak tek bir ortalama, en \u00f6nemli hatalar\u0131 gizleyebilir.<\/p>\n<p>Bu iki hatay\u0131 kar\u015f\u0131la\u015ft\u0131r\u0131n:<\/p>\n<ul>\n<li>\u201cG\u00f6nderime devam edebiliriz.\u201d <strong>Per\u015fembe<\/strong>\u201d ifadesi \u201cBiz g\u00f6nderebiliriz\u201d haline gelir. <strong>Sal\u0131<\/strong>.\u201d<\/li>\n<li>\u201cL\u00fctfen a\u00e7\u0131n <strong>ayarlar paneli<\/strong>\u201d ifadesi \u201cL\u00fctfen a\u00e7\u0131n\u201d haline gelir. <strong>bir ayarlar paneli<\/strong>.\u201d<\/li>\n<\/ul>\n<p>\u0130kisi de benzer \u015fekilde say\u0131labilir, ancak ilki bir taahh\u00fcd\u00fc de\u011fi\u015ftirir. A\u015fa\u011f\u0131dakiler i\u00e7in bir hata defteri olu\u015fturun:<\/p>\n<ul>\n<li>\u0130simler ve konu\u015fmac\u0131 kimli\u011fi.<\/li>\n<li>Say\u0131lar, para birimleri, tarihler ve birimler.<\/li>\n<li>Olumsuzlamalar ve ko\u015fullar.<\/li>\n<li>\u00dcr\u00fcn adlar\u0131 ve uzmanl\u0131k terminolojisi.<\/li>\n<li>Dil de\u011fi\u015ftirme ve dilsel ge\u00e7i\u015fler.<\/li>\n<li>Kesintiler ve kendi kendini d\u00fczeltmeler.<\/li>\n<li>Anlam\u0131 de\u011fi\u015ftiren noktalama i\u015faretleri.<\/li>\n<\/ul>\n<p>Ard\u0131ndan zamanlamay\u0131 ekleyin. Karar verildikten sonra s\u00f6ylenen do\u011fru bir kelime, operasyonel olarak yanl\u0131\u015f olabilir. Daha sonra d\u00fczeltilen ge\u00e7ici bir hata, yine de bir sesli asistan\u0131n veya kat\u0131l\u0131mc\u0131n\u0131n harekete ge\u00e7mesine neden olmu\u015f olabilir.<\/p>\n<p>Sa\u011f <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Bu nedenle puan, yaln\u0131zca ortalama kelime do\u011frulu\u011funu de\u011fil, olgusal hata ciddiyetini, istikrar\u0131, konu\u015fma zamanlamas\u0131n\u0131 ve sunumu da bir araya getirir.<\/p>\n<h2 id=\"the-two-minute-truth-tape\" class=\"atx\">\u0130ki Dakikal\u0131k Ger\u00e7ek Kaseti<\/h2>\n<p>Her aday\u0131n ayn\u0131 ses kayd\u0131n\u0131 alabilmesi i\u00e7in tek bir kay\u0131t kayna\u011f\u0131 kullan\u0131n. Her sat\u0131c\u0131n\u0131n kendi demo kayd\u0131n\u0131 se\u00e7mesine izin vermeyin.<\/p>\n<h3 id=\"script\" class=\"atx\">Senaryo<\/h3>\n<ol>\n<li>\u201c&quot;Merhaba, ben Aster-Q&#039;dan Niamh O&#039;Rourke.&quot;\u201d<\/li>\n<li>\u201cReferans numaras\u0131 BX-417, BX-471 de\u011fil.\u201d<\/li>\n<li>\u201c&quot;Gelirler 15,05 milyon TL oldu ve y\u00fczde 13,6 artt\u0131.&quot;\u201d<\/li>\n<li>\u201cHizmet seviyesi s\u00f6zle\u015fmesi imzalanmad\u0131\u011f\u0131 s\u00fcrece s\u00f6zle\u015fmeyi yenilemeyin.\u201d<\/li>\n<li>\u201c&quot;Per\u015fembe g\u00fcn\u00fc on be\u015f, pardon, elli adet \u00fcr\u00fcn sevk edece\u011fiz.&quot;\u201d<\/li>\n<li>\u201c&quot;API, WebSocket ak\u0131\u015f\u0131n\u0131 ve 300 milisaniyelik bir u\u00e7 noktay\u0131 kullan\u0131yor.&quot;\u201d<\/li>\n<li>\u015eartl\u0131 c\u00fcmlenin ortas\u0131nda 700 milisaniyelik bir duraklama yap\u0131n.<\/li>\n<li>\u0130kinci bir ki\u015finin araya girmesine izin verin, sonra ilk konu\u015fmac\u0131ya geri d\u00f6n\u00fcn.<\/li>\n<li>\u0130stenilen ikinci dilde bir c\u00fcmle ekleyin.<\/li>\n<li>Klavyenin sesi duyulurken, sessiz bir c\u00fcmleyle bitirin.<\/li>\n<\/ol>\n<h3 id=\"capture-sheet\" class=\"atx\">Yakalama sayfas\u0131<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u00d6l\u00e7\u00fcm<\/th>\n<th>Nas\u0131l kaydedilir?<\/th>\n<th>Testten \u00f6nce tan\u0131mlanmas\u0131 gereken ko\u015fulu ge\u00e7in.<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0130lk mesaja kadar ge\u00e7en s\u00fcre<\/td>\n<td>Ses kayd\u0131n\u0131n ba\u015flang\u0131c\u0131, ilk bo\u015f olmayan hipoteze kadar.<\/td>\n<td>Kullan\u0131c\u0131n\u0131n g\u00f6rsel geri bildirim ihtiyac\u0131na dayanarak<\/td>\n<\/tr>\n<tr>\n<td>Kararl\u0131 metne ula\u015fma s\u00fcresi<\/td>\n<td>Son s\u00f6ylenen s\u00f6zden nihai, de\u011fi\u015fmez metne<\/td>\n<td>\u0130nsanlar\u0131n de\u011fi\u015fiklikler \u00fczerinde harekete ge\u00e7meyecek kadar h\u0131zl\u0131<\/td>\n<\/tr>\n<tr>\n<td>Tur sonland\u0131rma gecikmesi<\/td>\n<td>Planlanan u\u00e7 nokta olay\u0131n\u0131n veya yan\u0131t tetikleyicisinin sonlanmas\u0131<\/td>\n<td>Normal duraklamalar\u0131 kesintiye u\u011fratmaz veya tepkisiz hissettirmez.<\/td>\n<\/tr>\n<tr>\n<td>Revizyon say\u0131s\u0131<\/td>\n<td>G\u00f6r\u00fcn\u00fcr veya API d\u00fczeyindeki hipotez de\u011fi\u015fikliklerinin say\u0131s\u0131<\/td>\n<td>Aray\u00fcz okunabilir durumda kal\u0131r ve sonraki i\u015flemler nihai sonuca ula\u015fmay\u0131 bekler.<\/td>\n<\/tr>\n<tr>\n<td>Kritik ger\u00e7ek hatalar\u0131<\/td>\n<td>\u0130simler, rakamlar, olumsuzlamalar, tarihler, birimler ve ko\u015fullar<\/td>\n<td>Pilot uygulamada y\u00fcksek \u00f6nem derecesine sahip, i\u015faretlenmemi\u015f hi\u00e7bir hata tespit edilmedi.<\/td>\n<\/tr>\n<tr>\n<td>Konu\u015fmac\u0131 etiketi kurtarma<\/td>\n<td>Kesintiden sonra zaman ve do\u011fruluk<\/td>\n<td>Kaydedilen transkript, d\u00fczeltilmi\u015f at\u0131f\u0131 yans\u0131tmaktad\u0131r.<\/td>\n<\/tr>\n<tr>\n<td>\u0130\u015f ak\u0131\u015f\u0131n\u0131n tamamlanmas\u0131<\/td>\n<td>Toplant\u0131n\u0131n, aranabilir\/d\u0131\u015fa aktar\u0131labilir kay\u0131t veya uygulama i\u015flemine son vermesi.<\/td>\n<td>Operasyonel son teslim tarihine uygundur.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>On deneme yap\u0131n, ard\u0131ndan \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn izin verdi\u011fi durumlarda medyan, 95. y\u00fczdelik dilim ve en k\u00f6t\u00fc g\u00f6zlemlenen sonu\u00e7lar\u0131 bildirin. Tek bir kusursuz deneme g\u00fcvenilirli\u011fi kan\u0131tlamaz.<\/p>\n<h2 id=\"seven-failure-modes-and-the-first-fix\" class=\"atx\">Yedi Ar\u0131za Modu ve \u0130lk \u00c7\u00f6z\u00fcm<\/h2>\n<table>\n<thead>\n<tr>\n<th>Belirti<\/th>\n<th>Muhtemel katman<\/th>\n<th>\u0130lk faydal\u0131 kontrol<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Metin ilk kelimeden sonra ge\u00e7 g\u00f6r\u00fcn\u00fcyor.<\/td>\n<td>Yakalama, tamponlama, kodlama, a\u011f veya model<\/td>\n<td>Her bir atlama noktas\u0131n\u0131 \u00f6l\u00e7\u00fcn; a\u015f\u0131r\u0131 b\u00fcy\u00fck ses par\u00e7alar\u0131n\u0131 azalt\u0131n.<\/td>\n<\/tr>\n<tr>\n<td>Metin h\u0131zla beliriyor ancak yo\u011fun bir \u015fekilde yeniden yaz\u0131l\u0131yor.<\/td>\n<td>Ge\u00e7ici hipotez davran\u0131\u015f\u0131<\/td>\n<td>\u0130\u015flemleri ba\u015flatmadan \u00f6nce kesinle\u015fmeyi bekleyin; ge\u00e7ici ekran\u0131 yeniden tasarlay\u0131n.<\/td>\n<\/tr>\n<tr>\n<td>Sistem, d\u00fc\u015f\u00fcnceli konu\u015fmac\u0131lar\u0131n sesini kesiyor.<\/td>\n<td>U\u00e7 nokta e\u015fi\u011fi veya ses aktivitesi tespiti<\/td>\n<td>Daha uzun duraklamalar\u0131 test edin ve m\u00fcmk\u00fcn olan yerlerde u\u00e7 nokta belirlemeyi ayarlay\u0131n.<\/td>\n<\/tr>\n<tr>\n<td>Sistem k\u0131sa komutlardan sonra \u00e7ok uzun s\u00fcre bekliyor.<\/td>\n<td>U\u00e7 nokta e\u015fi\u011fi veya uygulama d\u00f6n\u00fc\u015f mant\u0131\u011f\u0131<\/td>\n<td>Daha k\u0131sa e\u015fik de\u011ferini veya a\u00e7\u0131k d\u00f6n\u00fc\u015f sonu kontrollerini test edin.<\/td>\n<\/tr>\n<tr>\n<td>\u0130simler ve kodlar tekrar tekrar ba\u015far\u0131s\u0131z oluyor.<\/td>\n<td>Akustik belirsizlik ve eksik alan ba\u011flam\u0131<\/td>\n<td>Anahtar terimleri\/ba\u011flam\u0131 ekleyin ve mikrofon kalitesini iyile\u015ftirin.<\/td>\n<\/tr>\n<tr>\n<td>Hoparl\u00f6r etiketleri g\u00f6sterimden sonra de\u011fi\u015fir.<\/td>\n<td>Ak\u0131\u015fl\u0131 diyarizasyon, k\u00fcmeleri yeniden g\u00f6zden ge\u00e7iriyor.<\/td>\n<td>Bekleyen etiketleri destekleyin ve revizyon olaylar\u0131n\u0131 kayda uygulay\u0131n.<\/td>\n<\/tr>\n<tr>\n<td>Transkript h\u0131zl\u0131d\u0131r ancak sonras\u0131nda kullan\u0131lamaz.<\/td>\n<td>Eksik \u00fcr\u00fcn i\u015f ak\u0131\u015f\u0131<\/td>\n<td>D\u00fczeltme, depolama, arama, izinler, d\u0131\u015fa aktarma ve silme \u00f6zelliklerini ekleyin veya haz\u0131r bir uygulama se\u00e7in.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Sorun giderme <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Soldan sa\u011fa. Modeli de\u011fi\u015ftirmek, sessiz bir giri\u015fi, yanl\u0131\u015f \u00f6rnekleme h\u0131z\u0131n\u0131 veya ge\u00e7ici metni nihai metin olarak kaydeden bir kullan\u0131c\u0131 aray\u00fcz\u00fcn\u00fc d\u00fczeltmeyecektir.<\/p>\n<h2 id=\"when-speech-to-text-is-not-the-final-job\" class=\"atx\">Konu\u015fmadan Metne D\u00f6n\u00fc\u015ft\u00fcrme Son \u0130\u015flem Olmad\u0131\u011f\u0131nda<\/h2>\n<p>Transkripsiyon, &quot;Hangi kelimeler tan\u0131nd\u0131?&quot; sorusuna cevap verir. \u00c7eviri ise, &quot;Bu kelimeler ba\u015fka bir dilde ne anlama geliyor?&quot; sorusuna cevap verir. Bir toplant\u0131 \u00fcr\u00fcn\u00fc ayr\u0131ca, &quot;Kar\u015f\u0131daki ki\u015fi anlayabilir, yan\u0131t verebilir ve karar\u0131 daha sonra hat\u0131rlayabilir mi?&quot; sorusuna da cevap vermelidir.\u201c<\/p>\n<p>E\u011fer herkes ayn\u0131 dili konu\u015fuyorsa ve eri\u015filebilirlik altyaz\u0131lar\u0131na, dikteye, aramaya veya analize ihtiya\u00e7 duyuyorsa, \u00f6zel bir STT API&#039;si veya transkripsiyon \u00fcr\u00fcn\u00fc yeterli olabilir. Kat\u0131l\u0131mc\u0131lar farkl\u0131 diller kullan\u0131yorsa, i\u015f ak\u0131\u015f\u0131na ek kontroller gerekir:<\/p>\n<ul>\n<li>\u00c7evirinin yan\u0131nda kaynak metin de g\u00f6r\u00fcnmektedir.<\/li>\n<li>Dil se\u00e7imi veya otomatik i\u015flem.<\/li>\n<li>Terminoloji ve ba\u011flam haz\u0131rl\u0131\u011f\u0131.<\/li>\n<li>Konu\u015fma s\u0131ras\u0131nda hedef dilde iletilen metin.<\/li>\n<li>Okuma s\u0131ras\u0131nda iste\u011fe ba\u011fl\u0131 \u00e7eviri se\u00e7ene\u011fi pratik olmad\u0131\u011f\u0131nda kullan\u0131labilir.<\/li>\n<li>\u00c7ok dilli tart\u0131\u015fmay\u0131 muhafaza eden kay\u0131tlar ve notlar.<\/li>\n<\/ul>\n<p>\u0130\u015fte bu nokta <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> daha b\u00fcy\u00fck yap\u0131n\u0131n bir bile\u015feni haline gelir. <strong>Transync AI<\/strong> Son \u00fcr\u00fcnden ziyade i\u015f ak\u0131\u015f\u0131.<\/p>\n<h2 id=\"real-time-speech-to-text-faq\" class=\"atx\">Ger\u00e7ek Zamanl\u0131 Konu\u015fmadan Metne D\u00f6n\u00fc\u015ft\u00fcrme Hakk\u0131nda S\u0131k\u00e7a Sorulan Sorular<\/h2>\n<h3 id=\"what-is-real-time-speech-to-text\" class=\"atx\">Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme nedir?<\/h3>\n<p><strong>Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Konu\u015fma devam ederken, ak\u0131\u015f halindeki sesi ge\u00e7ici ve nihai metne d\u00f6n\u00fc\u015ft\u00fcr\u00fcr. Sistem, daha fazla ba\u011flam ald\u0131k\u00e7a, konu\u015fma s\u0131ras\u0131n\u0131n sonunu tespit ettik\u00e7e, noktalama i\u015faretleri uygulad\u0131k\u00e7a veya konu\u015fmac\u0131 atamas\u0131n\u0131 iyile\u015ftirdik\u00e7e ilk hipotezleri revize edebilir.<\/p>\n<h3 id=\"how-much-delay-counts-as-real-time\" class=\"atx\">Ne kadar gecikme ger\u00e7ek zaman olarak say\u0131l\u0131r?<\/h3>\n<p>Tek bir e\u015fik de\u011fer yoktur. \u0130lk metne, sabit metne, konu\u015fma s\u0131ras\u0131n\u0131n kesinle\u015fmesine ve kullan\u0131labilir i\u015f ak\u0131\u015f\u0131 \u00e7\u0131kt\u0131s\u0131na kadar ge\u00e7en s\u00fcre \u00f6l\u00e7\u00fclmelidir. Altyaz\u0131 okuyucu, sesli asistan, toplant\u0131 kat\u0131l\u0131mc\u0131s\u0131 ve g\u00f6r\u00fc\u015fme sonras\u0131 inceleyici i\u00e7in kabul edilebilir gecikme s\u00fcreleri farkl\u0131d\u0131r.<\/p>\n<h3 id=\"why-does-live-text-keep-changing\" class=\"atx\">Canl\u0131 metin neden s\u00fcrekli de\u011fi\u015fiyor?<\/h3>\n<p>Ses ak\u0131\u015f\u0131 tan\u0131y\u0131c\u0131lar\u0131, c\u00fcmle tamamlanmadan \u00f6nce k\u0131smi hipotezler yay\u0131nlar. Daha sonraki ses kay\u0131tlar\u0131, en olas\u0131 kelime se\u00e7imini, noktalama i\u015faretlerini, dili veya konu\u015fmac\u0131y\u0131 de\u011fi\u015ftirebilir. Uygulamalar, ge\u00e7ici sonu\u00e7lar\u0131 nihai metinden ay\u0131rt etmelidir.<\/p>\n<h3 id=\"is-real-time-speech-to-text-the-same-as-live-translation\" class=\"atx\">Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme ile canl\u0131 \u00e7eviri ayn\u0131 \u015fey midir?<\/h3>\n<p>Hay\u0131r. Konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme, kaynak dildeki konu\u015fulan kelimeleri tan\u0131r. Canl\u0131 \u00e7eviri ise ba\u015fka bir dil d\u00f6n\u00fc\u015f\u00fcm\u00fc ekler ve ayr\u0131ca \u00e7evrilmi\u015f ses de ekleyebilir. <strong>Transync AI<\/strong> \u00c7ok dilli konu\u015fmalar i\u00e7in tan\u0131ma ve \u00e7eviriyi birle\u015ftirir.<\/p>\n<h3 id=\"which-api-is-best-for-real-time-speech-to-text\" class=\"atx\">Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme i\u00e7in en iyi API hangisidir?<\/h3>\n<p>Evrensel bir kazanan yok. <strong>Deepgram<\/strong> Ayr\u0131nt\u0131l\u0131 u\u00e7 nokta ve sonu\u00e7 durumu kontrolleri sunar., <strong>AssemblyAI<\/strong> Ak\u0131\u015f tabanl\u0131 diyalog olu\u015fturma ve d\u00fczeltme davran\u0131\u015f\u0131n\u0131 destekler ve <strong>Soniox<\/strong> \u00c7ok dilli transkripsiyon ve \u00e7eviri se\u00e7eneklerini bir araya getirir. Her birini ayn\u0131 ses kayd\u0131 ve \u00fcr\u00fcn\u00fcn tam gereksinimleriyle test edin.<\/p>\n<h3 id=\"can-real-time-speech-to-text-identify-speakers\" class=\"atx\">Ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme, konu\u015fmac\u0131lar\u0131 belirleyebilir mi?<\/h3>\n<p>Baz\u0131 modeller ses ayr\u0131\u015ft\u0131rma veya \u00e7ok kanall\u0131 giri\u015fi destekler, ancak etiketler ge\u00e7ici olabilir ve daha fazla ses geldik\u00e7e de\u011fi\u015febilir. Test kesintileri, benzer sesler, cihaz de\u011fi\u015fiklikleri ve kaydedilmi\u015f etiket d\u00fczeltmeleri.<\/p>\n<h3 id=\"what-should-a-business-test-first\" class=\"atx\">Bir i\u015fletme \u00f6ncelikle neyi test etmelidir?<\/h3>\n<p>\u00d6ncelikle, isimleri, say\u0131lar\u0131, olumsuzlamalar\u0131, d\u00fczeltmeleri, duraklamalar\u0131, kesintileri, terminolojiyi ve gerekli dilleri i\u00e7eren iki dakikal\u0131k bir metin ve ger\u00e7ek ses kayd\u0131yla ba\u015flay\u0131n. D\u00f6rt saatin de \u00f6l\u00e7\u00fcm\u00fcn\u00fc yap\u0131n ve kaydedilen kayd\u0131 inceleyin.<\/p>\n<h2 id=\"final-verdict\" class=\"atx\">Nihai Karar<\/h2>\n<p>en h\u0131zl\u0131 <strong>ger\u00e7ek zamanl\u0131 konu\u015fmadan metne d\u00f6n\u00fc\u015ft\u00fcrme<\/strong> Sistem, ilk kelimeyi en erken g\u00f6steren sistem olmak zorunda de\u011fildir. G\u00fcvenilir bir sistem d\u00f6rt saati dengeler:<\/p>\n<p><strong>ilk metin \u2192 sabit metin \u2192 tamamlanm\u0131\u015f tur \u2192 kullan\u0131labilir kay\u0131t<\/strong><\/p>\n<p>Geli\u015ftiricilerin u\u00e7 nokta belirleme, k\u0131smi sonu\u00e7lar, konu\u015fmac\u0131 d\u00fczeltmeleri ve uygulama davran\u0131\u015f\u0131n\u0131 kontrol etmesi gerekti\u011finde ak\u0131\u015f API&#039;sini se\u00e7in. Ekip, altyap\u0131y\u0131 olu\u015fturmadan ses kayd\u0131ndan altyaz\u0131lara, \u00e7eviriye, kay\u0131tlara ve notlara kadar t\u00fcm s\u00fcreci i\u00e7eren bir pakete ihtiya\u00e7 duydu\u011funda ise haz\u0131r bir toplant\u0131 \u00fcr\u00fcn\u00fc se\u00e7in.<\/p>\n<p>En \u00f6nemlisi, ger\u00e7ek girdiyi ve ger\u00e7ek sonucu test edin. Ortaya \u00e7\u0131kan kelimeyi, de\u011fi\u015fen kelimeyi, biten s\u0131ray\u0131 ve sonras\u0131nda birinin g\u00fcvenece\u011fi kayd\u0131 \u00f6l\u00e7\u00fcn.<\/p>","protected":false},"excerpt":{"rendered":"<p>Real time speech to text can look excellent in a demo and still fail a conversation. The first words may appear in 300 milliseconds, yet the sentence can keep changing&#8230;<\/p>","protected":false},"author":3,"featured_media":6433,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-6432","post","type-post","status-publish","format-standard","has-post-thumbnail","category-use-case"],"_links":{"self":[{"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/posts\/6432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/comments?post=6432"}],"version-history":[{"count":1,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/posts\/6432\/revisions"}],"predecessor-version":[{"id":6440,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/posts\/6432\/revisions\/6440"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/media\/6433"}],"wp:attachment":[{"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/media?parent=6432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/categories?post=6432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.transyncai.com\/tr\/wp-json\/wp\/v2\/tags?post=6432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}