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class="sf-depth-2">Adatb谩zisok oktat谩si laborat贸rium</a></li><li id="menu-504-1" class="active-trail middle odd sf-item-3 sf-depth-2 sf-total-children-3 sf-parent-children-0 sf-single-children-3 menuparent"><a href="/beszedkommunikacio-es-intelligens-interakciok-laboratorium" class="sf-depth-2 menuparent">Besz茅dkommunik谩ci贸茅s intelligens interakci贸k laborat贸rium</a><ul><li id="menu-645-1" class="first odd sf-item-1 sf-depth-3 sf-no-children"><a href="/lsa" class="sf-depth-3">Besz茅dakusztikai laborat贸rium (LSA)</a></li><li id="menu-646-1" class="active-trail middle even sf-item-2 sf-depth-3 sf-no-children"><a href="/lsr" class="sf-depth-3 active">Besz茅dfelismer茅s labor (LSR)</a></li><li id="menu-647-1" class="last odd sf-item-3 sf-depth-3 sf-no-children"><a href="/speechlab" class="sf-depth-3">Besz茅dtechnol贸gia 茅s intelligens interakci贸k laborat贸rium</a></li></ul></li><li id="menu-505-1" class="middle even sf-item-4 sf-depth-2 sf-no-children"><a href="/mernoki-menedzsment-laboratorium" class="sf-depth-2">M茅rn枚ki menedzsment laborat贸rium</a></li><li id="menu-472-1" class="middle odd sf-item-5 sf-depth-2 sf-no-children"><a href="/hsnlab" class="sf-depth-2">Nagysebess茅g疟 h谩l贸zatok laborat贸riuma (HSN Lab)</a></li><li id="menu-3178-1" class="last even sf-item-6 sf-depth-2 sf-no-children"><a href="/smartcomlab" class="sf-depth-2">Smart Communications Laborat贸rium (SmartCom Lab)</a></li></ul></li></ul> </div> </div> </div>  <div id="content" class="column" role="main" style="clear:both;"> <a id="main-content"></a> <h1 class="title" id="page-title">Besz茅dfelismer茅s labor (LSR)</h1> <article class="node-217 node node-laborcsoport view-mode-full clearfix" about="/lsr" typeof="sioc:Item foaf:Document"> <header> <span property="dc:title" content="Besz茅dfelismer茅s labor (LSR)" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> </header> <div class="field field-name-field-laborvezeto field-type-entityreference field-label-inline clearfix"><div class="field-label">Laborvezet艖: </div><div class="field-items"><div class="field-item even"><a href="/mihajlik.peter">Dr. Mihajlik P茅ter</a></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p><img alt="" src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcToWVeckd4Ce1X3zlacEjNe0EQmNXjty5O_T2Uq5CkQu6CD-lIVNg" style="margin: 10px; float: right; width: 275px; height: 183px;" /></p> <p>K枚zel k茅t 茅vtizede foglalkozunk聽a g茅pi besz茅dfelismer茅s kutat谩s谩val, fejleszt茅s茅vel 茅s oktat谩s谩val. A gyakorlati alkalmazhat贸s谩g kezdett艖l kiemelt c茅lunk volt,聽a parancsszavak felismer茅s茅t艖l m谩ra a term茅szetes nyelv疟 besz茅d a val贸s idej疟 (illetve ak谩r nagys谩grendekkel聽gyorsabb!) sz枚veges leiratoz谩s谩ig jutottunk. B眉szk茅k vagyunk r谩, hogy eredm茅nyeink nemcsak k枚zvetve (pl. Eur贸pai Bizotts谩g Ford铆t谩st谩mogat谩si Oszt谩ly), hanem聽k枚zvetlen眉l is hasznosulnak, ma m谩r szinte mindenki 谩ltal el茅rhet艖en (pl.聽MTVA 茅l艖 m疟sorok feliratoz谩sa).</p> <p>A g茅pi besz茅dfelismer茅s sz茅ps茅ge 茅s neh茅zs茅ge egyben, hogy sz谩mos t茅mak枚r m茅lyrehat贸 ismerete sz眉ks茅ges a vil谩gsz铆nvonal煤聽m疟vel茅s茅hez, 煤gymint g茅pi tanul谩s (machine learning), v茅ges 谩llapot煤 g茅pek, statisztika, fizikai akusztika, fonetika, term茅szetes 茅s programoz谩si nyelvek, script-nyelvek, illetve a聽GPU sz谩m铆t谩s alkalmaz谩sa. Fontos kiemelni, hogy noha a g茅pi besz茅dfelismer茅si technol贸gia alapja mindig a statisztikai adatok 谩ltal vez茅relt g茅pi tanul谩s volt,聽聽a 2010-es 茅vek elej茅t艖l a "deep learning" berobban谩s谩val a聽fejl艖d茅s ugr谩sszer疟v茅 v谩lt聽茅s az贸ta sem 谩llt meg. Mondhatjuk,聽ma m谩r a m茅lytanul谩s 茅s a besz茅dfelismer茅s "k茅z a k茅zben j谩rnak", s聽hogy聽nagy mennyis茅g疟 adat r茅v茅n a g茅pi besz茅dfelismer茅s hat茅konys谩ga esetenk茅nt 枚sszevethet艖 az emberivel. Mindez azonban messze nem jelenti azt, hogy nem maradtak volna fontos 茅s 茅rdekes megoldand贸 feladatok, probl茅m谩k, s艖t az 煤j eszk枚z枚k 煤jabb lehet艖s茅geket t谩rnak fel.聽Sz谩mos izgalmas lehet艖s茅g 谩ll teh谩t rendelkez茅sre az 茅rdekl艖d艖 hallgat贸k, kutat贸jel枚ltek sz谩m谩ra, hogy聽bekapcsol贸djanak a t茅ma m疟vel茅s茅be.</p> <p><img alt="" src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSl8JGEyJpS-5TZev0IVm9JJHGeE84iXXj4MiWmSpF2wPb431c5" style="width: 250px; margin: 10px; float: left; height: 190px;" /></p> <p>M谩ra a besz茅dfelismer茅si,聽m茅lytanul谩si聽eszk枚z枚k 茅s nyelvi er艖forr谩sok soha nem l谩tott sz谩mban 茅s min艖s茅gben 谩llnak rendelkez茅sre, azonban ezek a megfelel艖 szak茅rtelem n茅lk眉l mit sem 茅rnek. Sz茅les k枚r疟 ipari tapasztatokkal valamint nemzetk枚zi聽kapcsolatrendszerrel rendelkezve seg铆tj眉k a hozz谩nk 茅rkez艖 hallgat贸k p谩ly谩ra 谩ll铆t谩s谩t, illetve az 茅rdekl艖d艖 c茅gek, kutat贸csoportok聽specializ谩lt besz茅dfelismer茅si ig茅nyeinek kiszolg谩l谩s谩t.</p> <h3 style="color:Red;"><em>Dem贸 - k茅zi 茅s g茅pi leirat val贸s id艖ben:聽</em><br /> <a href="https://www.youtube.com/watch?time_continue=1&v=p_oKK4xzZg8">https://www.youtube.com/watch?time_continue=1&v=p_oKK4xzZg8</a></h3> <p>聽</p> <p>聽</p> <h4 style="color:Red;">聽</h4> <h4 style="color:Red;">T茅malabor ki铆r谩sok:聽<a href="https://www.tmit.bme.hu/node/2406">https://www.tmit.bme.hu/node/2406</a></h4> <p>聽</p> </div></div></div><div class="field field-name-field-szulo-csoport field-type-entityreference field-label-inline clearfix"><div class="field-label">Laborat贸rium: </div><div class="field-items"><div class="field-item even"><a href="/lsr" class="active">Besz茅dfelismer茅s labor (LSR)</a></div></div></div><div class="view view-al-laborok view-id-al_laborok view-display-id-entity_view_1 view-dom-id-a09b2a93677f7a48b0d4677b2ba3f09a"> <h2 class="title">Laborcsoportok</h2> <div class="view-content"> <table class="views-table cols-2"> <thead> <tr> <th class="views-field views-field-title" scope="col"> Csoport </th> <th class="views-field views-field-field-laborvezeto" scope="col"> Csoportvezet艖 </th> </tr> </thead> <tbody> <tr class="odd views-row-first views-row-last"> <td class="views-field views-field-title"> <a href="/lsr" class="active">Besz茅dfelismer茅s labor (LSR)</a> </td> <td class="views-field views-field-field-laborvezeto"> <a href="/mihajlik.peter">Dr. Mihajlik P茅ter</a> </td> </tr> </tbody> </table> </div> </div> <ul class="links inline"><li class="translation_en first last"><a href="/node/232?language=en" title="Laboratory of Speech Recognition (LSR)" class="translation-link" xml:lang="en">English</a></li> </ul> </article> </div> <aside class="sidebars" style=""> <section class="region region-sidebar-second column sidebar"> <div id="block-menu-block-2" class="block block-menu-block first odd" role="navigation"> <h2 class="block__title block-title">Laborcsoportok</h2> <div class="menu-block-wrapper menu-block-2 menu-name-main-menu parent-mlid-0 menu-level-2"> <ul class="menu"><li class="menu__item is-leaf is-parent first leaf has-children menu-mlid-507"><a href="/DCLab" class="menu__link">Adat 茅s m茅diatartalom laborat贸rium (DCLab)</a></li> <li class="menu__item is-leaf leaf menu-mlid-700"><a href="/dblab" class="menu__link">Adatb谩zisok oktat谩si laborat贸rium</a></li> <li class="menu__item is-leaf is-parent is-active-trail leaf has-children active-trail menu-mlid-504"><a href="/beszedkommunikacio-es-intelligens-interakciok-laboratorium" class="menu__link is-active-trail active-trail">Besz茅dkommunik谩ci贸茅s intelligens interakci贸k laborat贸rium</a></li> <li class="menu__item is-leaf leaf menu-mlid-505"><a href="/mernoki-menedzsment-laboratorium" class="menu__link">M茅rn枚ki menedzsment 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