| Title: | Algoritmi za reševanje treh osnovnih problemov prikritih markovskih modelov |
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| Authors: | ID Donaj, Gregor (Author)
ID Benkovič, Dominik (Mentor) More about this mentor...  |
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| Files: |  UNI_Donaj_Gregor_2011.pdf (573,75 KB)
MD5: F9F50EA62CC1601F107F9804BE60E2E3
PID: 20.500.12556/dkum/cd67d6b2-c2c3-4e95-941c-40616ad4e8b7
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| Language: | Slovenian |
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| Work type: | Undergraduate thesis |
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| Organization: | FNM - Faculty of Natural Sciences and Mathematics
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| Abstract: | V diplomski nalogi se obravnavajo prikriti markovski modeli, ki se v praksi uporabljajo predvsem na področju razpoznavanja govora. Opisani so osnovni pojmi modelov in trije osnovni z njimi povezani problemi: problem ocenjevanja, problem dekodiranja in problem učenja. Opisane so metode za reševanje teh problemov za diskretne in zvezne prikrite markovske modele.
Na kratko je opisana tudi uporaba prikritih markovskih modelov v razpoznavanju govora na primeru enostavne aplikacije razpoznavanja izoliranih besed z majhnim slovarjem. |
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| Keywords: | prikriti markovski modeli, algoritem naprej, algoritem nazaj, Viterbijev algoritem, Baum-Welchev algoritem, Viterbijevo učenje, avtomatsko razpoznavanje govora |
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| Place of publishing: | Maribor |
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| Publisher: | [G. Donaj] |
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| Year of publishing: | 2011 |
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| PID: | 20.500.12556/DKUM-18847 |
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| UDC: | 51(043.2) |
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| COBISS.SI-ID: | 18488328 |
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| NUK URN: | URN:SI:UM:DK:MNOIDF9N |
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| Publication date in DKUM: | 27.06.2011 |
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| Views: | 2874 |
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| Downloads: | 197 |
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| Metadata: |    |
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| Categories: | FNM
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