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2 ࣗݾ঺հ ɾ෍ཹ઒ӳҰ ;Δ͔ΘͻͰ͔ͣ ɾϋϯυϧOQBLB ɾגࣜձࣾθϧϖϜ ɾϓϩάϥϜྺ೥ ɾΠϯλʔωοτྺ೥ ɾٕज़ॻྺ೥ ɹɹ೥ؒ࡭ϖʔεͰ࡭΄Ͳ

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3 OPUF

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4 ೥୅ ɾΠϯλʔωοτɾਓ޻ੜ໋ɾਓ޻ແ೴ ɾ+BWB ɾ.JOE4UPSNT

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5 ೥୅ ɾΨϥέʔɾεϚʔτϑΥϯ ɾ.JDSPTPGU3PCPUJDT4UVEJP ɾJ40#05ɾωοτλϯαʔɾ&.."

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6 ೥୅ ɾਂ૚ֶशɾڧԽֶश ɾ%FFQ.JOE"MQIB(P ɾ0QFO"*(ZNɾ#BTFMJOFT ɾUPJP

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7 ೥୅ ɾੜ੒"*ɾ--.ɾ"*ΤʔδΣϯτ ɾϚϧνϞʔμϧɾϩʔΧϧ--. ɾύʔιφϧ"*Ξγελϯτ ɾύʔιφϧ"*ϩϘοτ

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8 ΞδΣϯμ

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9 ΞδΣϯμ (FNJOJͷ࠷৽ٕज़৘ใ ɹ(FNJOJຊͷ঺հ ɹ(FNJOJͷ࠷৽৘ใ ɹ-BOH$IBJOɾ-MBNB*OEFYͷ࠷৽৘ใ ϚϧνϞʔμϧͱϩʔΧϧ--.ͷݱࡏͱະདྷ ɹϚϧνϞʔμϧͷݱࡏͱະདྷ ɹϩʔΧϧ--.ͷݱࡏͱະདྷ

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10 (FNJOJͷ࠷৽ٕज़৘ใ

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11 (FNJOJຊͷ঺հ

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12 (FNJOJຊͷ঺հ ɾϘʔϯσδλϧΦϯϥΠϯϒοΫετΞ IUUQTXHOPCTTIPQQSPKQ QJE ɾBNB[PO ԁ IUUQTXXXBNB[PODPKQEQ (PPHMF(FNJOJʗ -MBNB*OEFYʗ-BOH$IBJO ਓ޻஌ೳϓϩάϥϛϯά࣮ફೖ໳

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13 (FNJOJຊͷ໨࣍ ষ(FNJOJͷ֓ཁͱ͸͡Ίํ ষ(FNJOJͷར༻๏ ষ1ZUIPO։ൃ؀ڥͷ४උ ষ(FNJOJ"1*ʢ1ZUIPOฤʣ ষ(FNJOJ"1*ʢ"OESPJEฤʣ ষ(FNJOJ"1*ʢJ04ฤʣ ষ-MBNB*OEFY ষ-BOH$IBJO ೥݄ͷେܕΞοϓσʔτʹରԠʂ

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14 (FNJOJͷ࠷৽৘ใ

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15 (FNJOJͷϦϦʔε೥ද ೥ ݄೔1B-. ݄೔#BSE ݄೔1B-. ݄೔(FNJOJ6MUSBɾ1SPɾ/BOP ೥ ݄೔#BSEΛ(FNJOJʹվ໊ ݄೔(FNJOJ1SPϓϨϏϡʔ൛ ݄೔(FNJOJ'MBTIϓϨϏϡʔ൛ ݄೔(FNJOJ1SPɾ'MBTI҆ఆ൛

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16 (FNJOJͷϞσϧҰཡ ɾ(FNJOJ6MUSBɾ(FNJOJ1SP ɾ(FNJOJ1SPɾ(FNJOJ'MBTI ɾ(FNJOJ/BOP

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17 ೔ຊޠੑೳͷϕϯνϚʔΫͰτοϓ ೥݄

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18 ສτʔΫϯͷίϯςΩετ΢Οϯυ΢

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19 ϚϧνϞʔμϧ

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20 (FNJOJͱ(15ͷରൺ ɾ(FNJOJ ɾ(FNJOJ ɾ(PPHFM"*(FNJOJ"1* ɾ(PPHMF"*4UVEJP ɾ7FSUFY"*(FNJOJ"1* ɾ7FSUFY"*4UVEJP ɾ$IBU(15 ɾ(15P ɾ0QFO"*"1* ɾ1MBZHSPVOE ɾ"[VSF0QFO"*4FSWJDF ɾ"[VSF0QFO"*4UVEJP

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21 ϩʔΧϧ--. ɾ(FNJOJ/BOP ɾ(FNNB ɾ$PEF(FNNBɾ3FDDVSFOU(FNNBɾ1BMJ(FNNB

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22 -BOH$IBJOɾ -MBNB*OEFYͷ࠷৽৘ใ

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23 -BOH$IBJOͱ-MBNB*OEFY ɾ-BOH$IBJO"*ΤʔδΣϯτ ɾ-MBNB*OEFY3"( ɾ--.ΞϓϦΛߏங͢ΔϑϨʔϜϫʔΫ ɾ--.ΞϓϦͷະདྷΛߟ͑ΔίϛϡχςΟ

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24 -BOH$IBJO ɾMBOHDIBJODPSF ɹMBOHDIBJODPNNVOJUZ ɹMBOHDIBJO ɹͷύοέʔδʹ෼཭ ɾ$IBJOΠϯλϑΣʔε ɹɹˣ ɹ-$&- ɹ-BOH(SBQI

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25 ΤʔδΣϯτ

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26 ೝ஌ΞʔΩςΫνϟ --.͕ͲͷΑ͏ʹ৘ใΛॲཧ͠Ԡ౴Λੜ੒͢Δ͔Λ ཧղ͢ΔͨΊͷ࿮૊Έ

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27 -MBNB*OEFY ɾMMBNBJOEFYDPSFͱݸผͷ*OUFHSBUJPOʹ෼཭ ɾݸผͷ*OUFHSBUJPOΛ-MBNB)VCͰ؅ཧ ɾ4FSWJDF$POUFYUˠ4FUUJOHT

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28 3"( 3FUSJFWBM"VHNFOUFE(FOFSBUJPO

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29 ϩϯάίϯςΩετ--. ʹରԠͨ͠3"(ͷ৽ΞʔΩςΫνϟ ɾνϟϯΫͷௐ੔͕༰қʹͳΔ ɾࢥߟ࿈࠯ΤʔδΣϯτͷௐ੔͕༰қʹͳΔ ɾཁ໿͕༰қʹͳΔ ɾهԱͷߏங͕༰қʹͳΓΔ ɾ.τʔΫϯ͸େن໛ͳจॻίʔύεʹ͸े෼Ͱ͸ͳ͍ ɾຒΊࠐΈϞσϧͷίϯςΩετ௕͸୹͍·· ɾίετͱϨΠςϯγʔ

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30 ϚϧνϞʔμϧͱ ϩʔΧϧ--.ͷݱࡏͱະདྷ

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31 ϚϧνϞʔμϧͷ ݱࡏͱະདྷ

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32 ϚϧνϞʔμϧͷݱࡏ

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33 ϚϧνϞʔμϧ ৘ใ΍ίϛϡχέʔγϣϯʹ͓͍ͯɺ ෳ਺ͷҟͳΔײ֮΍ഔମΛ૊Έ߹Θͤͯ࢖༻͢Δ͜ͱ ɾςΩετ ɾϏδϡΞϧʢը૾ɾಈըʣ ɾΦʔσΟΦʢԻ੠ʣ ɾϋϓςΟΫε ৮֮ ɾͦͷଞͷੈքΛཧղ͢ΔͨΊͷ৘ใ

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34 7JEFPUP5FYU (FNJOJ (c) copyright 2008, Blender Foundation / www.bigbuckbunny.org and licensed under the Creative Commons Attribution 3.0 License. ಈը͔ΒςΩετੜ੒

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35 "VEJPUP5FYU (FNJOJ Ի੠͔ΒςΩετੜ੒

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36 *NBHFɾ5FYUUP*NBHF (15P ը૾ɾςΩετ͔Βը૾ੜ੒

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37 *NBHFɾ5FYUUP7JEFP %SFBN.BDIJOF ը૾ɾςΩετ͔Βಈըੜ੒

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TextɾAudio-to-Audio (Suno) ςΩετɾΦʔσΟΦ͔ΒՎੜ੒

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VideoɾText-to-Audio (DeepMind) ಈըɾςΩετ͔ΒΦʔσΟΦੜ੒

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40 ϚϧνϞʔμϧͷະདྷ

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41 ϚϧνϞʔμϧͷະདྷ ϚϧνϞʔμϧʹΑͬͯੈքͷཧղ͕ਐΉ ˣ ਓ޻஌ೳ͕ເͷதͰֶशͰ͖ΔΑ͏ʹͳΔ ˣ ະདྷ༧ଌ͕Մೳͳ௕ظใुΛ࠷େԽ͢Δ "*ΤʔδΣϯτͷొ৔

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42 ೥Ҏલͷ %FFQ.JOEͱ0QFO"*

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43 ڧԽֶशYήʔϜ"* 0QFO"*'JWF "MQIB4UBS

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44 ڧԽֶशYήʔϜ ɾήʔϜ͸ݱ࣮ੈքͷλεΫͷϞσϧԽ ɾήʔϜΛ߈ུͰ͖Δ"* ɾݱ࣮ੈքͷλεΫΛ͜ͳͤΔ"*

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45 ڧԽֶश ΤʔδΣϯτ͕؀ڥͱ૬ޓ࡞༻͠ͳ͕Β ؀ڥ͔ΒͷใुΛड͚ͯߦಈΛֶश ୹ظใुΑΓ௕ظใु͕ॏཁ

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46 ڧԽֶशͷେ͖ͳ໰୊ 1. ඇৗʹଟ͘ͷֶशσʔλΛඞཁͱ͢Δɻ 2. ؀ڥ΍λεΫͷมԽʹ͏·͘ରԠͰ͖ͳ͍ɻ ਓ޻஌ೳ͕ເͷதͰֶश ੈքϞσϧ

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47 ਓ͸ޒײͰײͨ͡ੈքͷ৘ใͷஅยΛݩʹ ಄ͷதͰԾ૝ੈքΛߏங͢Δ ੈքϞσϧ

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48 ೥ҎલͷੈքϞσϧ Car RacingͱDoom͸ֶशͰ͖ͨ ιχοΫ͸ݫ͍͠

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49 ϚϧνϞʔμϧ͸ੈքϞσϧͷ࣮ݱͷجૅ ෺ཧੈքΛγϛϡϨʔτ͠ɺͦͷੈքͰߦಈ΋Մೳ 4PSB

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50 ϚϧνϞʔμϧͷະདྷ ࠶ܝ ϚϧνϞʔμϧʹΑͬͯݱ࣮ੈքͷཧղ͕ਐΉ ˣ ਓ޻஌ೳ͕ເͷதͰֶशͰ͖ΔΑ͏ʹͳΔ ˣ ະདྷ༧ଌ͕Մೳͳ௕ظใुΛ࠷େԽ͢Δ "*ΤʔδΣϯτͷొ৔

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51 ϩʔΧϧ--.ͷ ݱࡏͱະདྷ

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52 ϩʔΧϧ--.ͷݱࡏ

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53 ϩʔΧϧ--. ओʹΤοδσόΠε্Ͱಈ࡞͢Δ খن໛ͳݴޠϞσϧ ɾϓϥΠόγʔอޢ ɾΦϑϥΠϯಈ࡞ ɾΧελϚΠζੑ ɾ௿ίετ

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54 ϩʔΧϧ--.ͷϦϦʔε೥ද ೥ ݄೔-MBNB ݄೔"MQBDB ݄೔-MBNBDQQ ݄೔"MQBDB-P3" ݄೔3FE1BKBNB ݄೔-MBNB ݄೔0QFO*OUFSQSFUFS ݄೔.JTUSBMW ݄೔(FNJOJ/BOP ೥ ݄೔$PNNBOE3 ݄೔.JYUSBMW ݄೔$PNNBOE3 ݄೔-MBNB ݄೔.JTUSBMW ݄೔"QQMF*OUFMMJHFODF ݄೔,"3",63*-.Y# ݄೔-MBNB&-:;"+1#

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1$ɾεϚʔτϑΥϯʹඪ४౥ࡌ ɾ(FNJOJ/BOP ɹ(PPHMF"OESPJEɾ$ISPNF ɾ"QQMF*OUFMMJHFODFͷΦϯσόΠεج൫Ϟσϧ ɹ"QQMFJ1IPFOɾJ1BEɾ.BD ɾ1IJ4JMJDB ɹ.JDSPTPGU$PQJMPU1$ɹ

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ίϐϖײ֮Ͱ"*Λར༻ (FNJOJ/BOP "QQMF*OUFMMJHFODF

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57 ϩʔΧϧ--.ͷະདྷ

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58 ϩʔΧϧ--.ͷະདྷ ϩʔΧϧ--.ͷੑೳ޲্ ˣ ύʔιφϧ"*Ξγελϯτͷൃల ˣ ύʔιφϧ"*ϩϘοτΞγελϯτͷൃల Project Astra Figure 01

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59 ɾաڈͷ΍ΓͱΓΛهԱ͠ɺ ɹͦΕʹج͍ͮͯԠ౴ΛΧελϚΠζ ύʔιφϥΠζ ϦΞϧλΠϜͳಈըɾԻ੠ ೖྗςΩετ ϓϥΠόγʔ͕ΑΓॏཁʹʂ

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60 ύʔιφϥΠζ ϓϥΠόγʔͱΧελϚΠζੑͷ؍఺Ͱ ύʔιφϥΠζ͸ϩʔΧϧ--.Ͱ͋Δ͜ͱ͕ॏཁ ɾϓϥΠόγʔอޢ ɾΦϑϥΠϯಈ࡞ ɾΧελϚΠζੑ ɾ௿ίετ

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61 ϩʔΧϧ--.Ͱ͸଍Γͳ͍λεΫ͸֎෦πʔϧͰॲཧ ࠓ͸ੑೳతʹϩʔΧϧ--.͸ݫ͍͠ Ϣʔβʔ͕σʔλఏڙΛڐՄͨ͠৔߹ͷΈ ֎෦πʔϧͰॲཧ "QQMF*OUFMMJHFODFͷ αʔόʔج൫Ϟσϧ $IBU(15 (FNJOJ

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62 ύʔιφϥΠζʹ͸هԱͷ؅ཧ͕ॏཁ ɾݸਓ৘ใ͸ϩʔΧϧͰอ࣋ ɾ೔ͷऴΘΓʹ͸هԱͷ੔ཧ͕ඞཁ (FOFSBUJWF"HFOUT

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63 ϩʔΧϧ--.ͷະདྷ ࠶ܝ ϩʔΧϧ--.ͷੑೳ޲্ ˣ ύʔιφϧ"*Ξγελϯτͷൃల ˣ ύʔιφϧ"*ϩϘοτΞγελϯτͷൃల Project Astra Figure 01

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64 ͓͠·͍