1 / 17

A magyar beszédtechnológia helyzete és távlatai (Status Report of Hungarian Speech Technology)

A magyar beszédtechnológia helyzete és távlatai (Status Report of Hungarian Speech Technology). Németh Géza BME Távközlési és Médiainfor matikai Tanszék Beszédtechnológiai Laboratórium Budapest University of Technology & Economics Department of Telecommunications & Media Informatics

edison
Download Presentation

A magyar beszédtechnológia helyzete és távlatai (Status Report of Hungarian Speech Technology)

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


  1. A magyar beszédtechnológia helyzete és távlatai(Status Report of Hungarian Speech Technology) Németh Géza BME Távközlési és Médiainformatikai Tanszék Beszédtechnológiai Laboratórium Budapest University of Technology & Economics Department of Telecommunications & Media Informatics Speech Technology Laboratory nemeth@tmit.bme.hu

  2. Overview • What is it? • Why is it important in general? • Why is it important in Hungary? • History • Recent results • Available resources • Research challenges • Application challenges

  3. What is it? Artificial replacement of any element of the human speech chain Relyon … mathematics, information technology, physics, neurology, linguistics, psychology and electrical engineering [http://www.hlt-platform.hu/en/the_definition_of_speech_and_language_technology.html}

  4. Why is it important in general? • Language <> text • Speech is the main modality of the expression of language • It is the most efficient • Disadvantage of loss of speech vs. loss of sight • In some contexts (in-car, manufaturing, …) preferred communication channel • Big data source (natural, real, …)

  5. Why is it important in general? Related to speech technology [Gartner hype-cycle on Emerging technologies July 2012]

  6. Why is it important in Hungary? • Wehave a uniquelanguage (agglitunative, free wordorder) • Extra effort - Middle-sized market (73rd intheworld[Ethnologue]) • Multinationalsgettinginterested (Google, Nuance, …) but • Tailor-made, highqualitysolutionscost toomuch <> justsufficienteffort • Prominens résztvevők • Maróth Miklós (alelnök, MTA, nyelvész); • Gróh Gáspár (Áder János köztársasági elnök megbízásából, közíró); • Kelemen Csaba (fővh, ICT fejlesztés, Németh Lászlóné miniszter köszöntője, NFM); • Csizmadia Norbert (tervezéskoordinációért felelős államtitkár, NGM); • L. Simon László (kultúráért felelős államtitkár, EMMI); • Hoffmann Rózsa (oktatásért felelős államtitkár, EMMI) írásos köszöntője; • Bába Iván (közigazgatási ügyekért felelős államtitkár, KülügyM); • Korányi László (kül- és belkapcsolati elnökhelyettes, villamosmérnök, NIH)

  7. History of vehicle and speech technology • 1791 • 2012

  8. Recent real-life results of of Hungarian speech technology MailMondó Westel BME TMIT 1999 T-Mobile Freedom BME TMIT 2002 Scientific Informatika a Látássérültekért Westel BME TMIT 2003 T-Mobile MIT Systems Digital Natives BME TMIT 2008 AITIA MonSpeech Vodafone Montana, AITIA, 2012 BME TMIT, MTA Nytud

  9. Available resources • World-class language and speech technology co-operative R&D know-how • www.hlt-platform.hu • SMEs (AITIA, Morphologic, Nextent, … ) • International networks • Lack of large industrial R&D centers • Lack of focused attention, quality requirements META-NET

  10. Research challenges 1 • Accurate reference speech processing infrastructure • Processing of spontaneous interactions • Collecting and labelling enough (?) data • Unfunded international efforts (e.g. U-STAR) • Rule-data driven combination • Cognitive Infocommunications • Cognitive Robotics • Eto – communications • Just ripe applications

  11. Research challenges 2 How to avoid the „uncanny valley”

  12. Application challenges 1 • 62% of 15-69 yearHungarianpopulation is internet user • Whataboutthe rest (38%)? • Equalaccesstoinformation??? • Speechtechnologymayhelp (magyarorszag.hu, 112, MÁV, BKV, Volán) • Example: www.gyogyszervonal.hu, www.metnet.hu • Disabilityapplications • Screenreadersforthevisuallyimpaired • Electronicacesstoteaching and otherwrittenmaterial • Example: www.robobraille.org, VoxAid

  13. Application challenges 2 • Speech technology in education • Games for kindergarten and schoolchildren • Example: GOH hearing screeing at 3 years • Interactive multimodal teaching material • Motivation of Hungarian kids in minority situation • Rehabilitation of aphasia, autism, problems…

  14. Application challenges 3 • Speechtechnologyinthehealthindustry • Automation of operations (instructions, notetaking) • Automation of findingsdictation • Earlydiagnosis and rehabilitation of larynxproblems, depression, etc. byvoice • Remotehealthapplications (e.g. warningaboutmedication, windowclosure, etc.) • Supervision of dementia, Alzheimer, …

  15. Application challenges 4 • Speech technology in the content industry • Interdisciplinary integration • Speech technology – medical education – social workers (IBM – Hungarian government?) • Digital public education and intelligent home program (Microsoft – Hungarian government?) • Multi-model content analytics (polls??) • Banks, retail industry information services • Car infotainment (Audi, Daimler – Hungarian gov?) • Speech controlled home • Smartphone, smartTV • Smart washing machine, ……

  16. Application challenges 5 • Speechtechnologyinmanufacturing • Warehouseautomation • Productionwarning • Speechinstructions • Talkinguser manuals • 3DICC 3D Internet Based Control and Communication

  17. Mélyebb érdeklődőknek: http://speechlab.tmit.bme.hu/ http://magyarbeszed.tmit.bme.hu/ Köszönjük az támogatását. (Teleauto, BelAmi, EtoCom -TÁMOP-4.2.2-08/1/KMR-2008-0007- , BME Kutatóegyetemi -TÁMOP-4.2.1/B-09/1/KMR-2010-0002- , CIP CESAR, AAL PAELIFE projektek) Hozzászólások (Comments, questions)

More Related