| Title: | Brezizgubno stiskanje avdio posnetkov z nevronskimi mrežami : magistrsko delo |
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| Authors: | ID Železnik, Luka (Author)
ID Strnad, Damjan (Mentor) More about this mentor... 
ID Podgorelec, David (Comentor) |
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| Files: |  MAG_Zeleznik_Luka_2025.pdf (2,74 MB)
MD5: BEE057F2913CBA2D2E558A8AAE4E6A2B
 MAG_Zeleznik_Luka_2025.zip (146,51 KB)
MD5: 6889F2627B5C4DC46B4310B9F221A877
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| Language: | Slovenian |
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| Work type: | Master's thesis/paper |
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| Typology: | 2.09 - Master's Thesis |
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| Organization: | FERI - Faculty of Electrical Engineering and Computer Science
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| Abstract: | Magistrska naloga se začne s kratkim pregledom relevantnih arhitektur nevronskih mrež in obstoječih brezizgubnih metod stiskanja avdia. Nato je predstavljena nova metoda za brezizgubno stiskanje avdia, ki temelji na napovedovanju naslednjega avdio vzorca s pomočjo konvolucijske nevronske mreže. Mreža se za vsak vhodni avdio posnetek uči posebej. Sledijo optimizacija hiperparametrov in nastavitev algoritma ter primerjava predlagane metode z obstoječimi algoritmi. |
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| Keywords: | stiskanje, algoritem, entropija, Golomb-Riceovo kodiranje, strojno učenje |
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| Place of publishing: | Maribor |
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| Place of performance: | Maribor |
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| Publisher: | [L. Železnik] |
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| Year of publishing: | 2025 |
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| Number of pages: | 1 spletni vir (1 datoteka PDF (X, 68 str.)) |
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| PID: | 20.500.12556/DKUM-91490 |
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| UDC: | 004.627:004.8.021(043.2) |
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| COBISS.SI-ID: | 226893315 |
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| Publication date in DKUM: | 06.02.2025 |
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| Views: | 188 |
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| Downloads: | 74 |
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| Metadata: |    |
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| Categories: | KTFMB - FERI
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