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Razpoznavanje slovenskega govora z razširjenim algoritmom ROVER = Slovene speech recognition using ROVER extended algorithmRotovnik, Tomaž, telekomunikacije ; Sepesy Maučec, MirjamV prispevku obravnavamo algoritem za zmanjšanje napake razpoznavanja pri uporabi več različnih razpoznavalnikov (ROVER - Recognition Output Voting Error Reduction). Za generiranje hipotez uporabimo ... tri razpoznavalnike, HVite, Trace projector in Julius. Najprej predstavimo splošno zasnovo razpoznavalnikov, njihove razlike ter algoritem ROVER. Nato opišemo postopek izgradnje sistema z velikim slovarjem besed za slovenski jezik, ki spada v skupino pregibnih jezikov. Pri tem uporabimo podbesedne jezikovne modele, ki so bolj primerni za pregibne jezike. Po dvoprehodni strategiji razpoznavalnikov uporabimo ROVER. Za primerjavo izvedemo več metod glasovanja. Uporabimo tudi novo metodo, ki vključuje glasovanje s pomočjo frekvence besed in uporabo jezikovnega modela. Triprehodna strategija razpoznavanja je v primerjavi z dvoprehodno izboljšala rezultat razpoznavanja za 5,9% relativno.Source: Raziskovalno delo podiplomskih študentov v Sloveniji - ena znanost : zbornik povzetkov (Str. 73-74)Type of material - article, component partPublish date - 2003Language - slovenian, englishCOBISS.SI-ID - 7855382
Author
Rotovnik, Tomaž, telekomunikacije |
Sepesy Maučec, Mirjam
Topics
avtomatsko razpoznavanje tekočega govora |
jezikovno modeliranje |
akustično modeliranje |
iskalni algoritmi |
veliki slovar besed |
automatic continuous speech recognition |
language modelling |
acoustical modelling |
search algorithm |
large vocabulary
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Rotovnik, Tomaž, telekomunikacije | 21304 |
Sepesy Maučec, Mirjam | 18168 |
Source: Personal bibliographies
and: SICRIS
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