Upgrade to Pro — share decks privately, control downloads, hide ads and more …

2025/1/30「システムデザイン論」@東京都立大学日野キャンパス

Takuma OKAMOTO
January 30, 2025
75

 2025/1/30「システムデザイン論」@東京都立大学日野キャンパス

東京都立大学システムデザイン学科学部3年生向け講義「システムデザイン論」

非常勤講師:岡本拓磨@NICT

Takuma OKAMOTO

January 30, 2025
Tweet

More Decks by Takuma OKAMOTO

Transcript

  1. ˞֤ςʔϚͷεϥΠυΧϥʔ ɹŠԻ੠ೝࣝܥ ɹŠԻ੠߹੒ܥ ɹŠԻ৔ऩ࿥ܥ ɹŠԻ৔੍ޚܥ ࠃཱݚڀ։ൃ๏ਓɹ৘ใ௨৴ݚڀػߏ /*$5  Ϣχόʔαϧίϛϡχέʔγϣϯݚڀॴ ઌਐతԻ੠຋༁ݚڀ։ൃਪਐηϯλʔ

    ઌਐతԻ੠ٕज़ݚڀࣨ Ԭຊ୓ຏ   ʮγεςϜσβΠϯ࿦ʯˏ౦ژ౎ཱେֶ೔໺Ωϟϯύε ʙԻ੠ɾԻڹ৘ใॲཧʙ ଟݴޠԻ੠߹੒͓ΑͼԻ੠Ϛϧνεϙοτ࠶ੜٕज़
  2. ࣗݾ঺հ ໨త Ի੠ॲཧฤ Ի੠ೝࣝɾԻ੠߹੒ͱ͸  &OEUPFOEԻ੠߹੒࣮ԋσϞ 1ZUIPOϓϩάϥϛϯά  ݚڀྫ঺հ ௨ৗͷ߹੒Ի੠ΛՎΘͤ·͢

     ٳܜ ࡶஊ  Իڹ৴߸ॲཧฤ Ի৔ऩ࿥ɾ੍ޚɾ࠶ݱͱ͸  ݚڀྫ঺հɿԻ੠Ϛϧνεϙοτ࠶ੜ Ի੠Ϛϧνεϙοτ࠶ੜ࣮ԋσϞ ࣮૷JTBMMXFOFFE ·ͱΊ ໨త࠶ܝ ߨٛͷ֓ཁ 
  3. Ԭຊ୓ຏˏ/*$5͚͍͸Μͳ ݚڀςʔϚɿ෺ཧɾ਺ཧϞσϧʹجͮ͘Ի৴߸ɾԻۭؒͷ૑ग़ Իڹ৴߸ॲཧɿಛʹԻ৔ऩ࿥ɾ੍ޚ ϚΠΫϩϗϯɾεϐʔΧΞϨΠ৴߸ॲཧ  ೥݄ʙ೥݄ɿ౦๺େ޻ֶ෦ػցܥ ֶ෦ݚڀɿৼಈΠϯςϯγςΟ  ೥݄ʙ೥݄ɿ౦๺େֶ৘ใՊֶݚڀՊ म࢜ɾത࢜ɾϙευΫ

     ೥݄ʙ೥݄ɿ/*$5௒ྟ৔ײϓϩδΣΫτˏ/*$5 ೥ʙݱࡏɿࣗ਎ͷՊݚඅ౳!/*$5 Ի੠ॲཧ೥݄ʙݱࡏɿχϡʔϥϧωοτϫʔΫΛ༻͍ͨԻ੠߹੒ɾԻ੠೾ܗੜ੒!/*$5 झຯɿҿΈձ ೥ʙ೥͸ίϩφͷͨΊօແˠࣗ୐൩ऌঢ়ଶˠ೥෮׆ ɼδϣΪϯά ঺հϖʔδ /*$5ݚڀ৬ɾݚڀٕज़৬࠾༻αΠτɿIUUQTXXXOJDUHPKQFNQMPZNFOUSFTFBSDIFSPLBNPUPUBLVNBIUNM ೔ຊԻڹֶձࢽΩϟϦΞύεখಛूʮೋీΛ௥͏΋ͷԿీΛಘΔ ʯɿIUUQTEPJPSHKBTK@ ࣗݾ঺հ  ଍ͷΘΒ͡ݚڀੜ׆೥ˠ೥͔Βͭͷ੒Ռ͕༥߹
  4. ઢܗ୅਺ ࢲͷ৔߹ɿֶ෦೥࣌ ޻ֶ෦ڞ௨ ʹͯडߨ Իڹ޻ֶ ࢲͷ৔߹ɿֶ෦೥࣌ʹిؾɾ৘ใܥʹग़޲͍ͯडߨ .͔Βઌ୺Ի৘ใγεςϜݚڀ෼໺഑ଐ಺ఆͷͨΊ  σΟδλϧ৴߸ॲཧ ࢲͷ৔߹ɿम࢜࣌୅͔Βಠֶ

    ػցܥݚڀࣨͷθϛ͔Կ͔ͱඃͬͯͯडߨͰ͖ͳ͔ͬͨɽɽ  ֬཰ɾ౷ܭֶ ࢲͷ৔߹ɿ/*$5ʹͯ ඞཁʹԠͯ͡౎౓ ಠֶ ػցֶश ࢲͷ৔߹ɿ/*$5ʹͯ ඞཁʹԠͯ͡౎౓ ಠֶ χϡʔϥϧωοτϫʔΫ ࢲͷ৔߹ɿ/*$5ʹͯಠֶ ࠷ޙͷํͰຊ঺հ جૅͱͳΔՊ໨ 
  5. ࣗݾ঺հ  Ԭຊ୓ຏˏ/*$5͚͍͸Μͳ ݚڀςʔϚɿ෺ཧɾ਺ཧϞσϧʹجͮ͘Ի৴߸ɾԻۭؒͷ૑ग़ Իڹ৴߸ॲཧɿಛʹԻ৔ऩ࿥ɾ੍ޚ ϚΠΫϩϗϯɾεϐʔΧΞϨΠ৴߸ॲཧ  ೥݄ʙ೥݄ɿ౦๺େ޻ֶ෦ػցܥ ֶ෦ݚڀɿৼಈΠϯςϯγςΟ 

    ೥݄ʙ೥݄ɿ౦๺େֶ৘ใՊֶݚڀՊ म࢜ɾത࢜ɾϙευΫ  ೥݄ʙ೥݄ɿ/*$5௒ྟ৔ײϓϩδΣΫτˏ/*$5 ೥ʙݱࡏɿࣗ਎ͷՊݚඅ౳!/*$5 Ի੠ॲཧ೥݄ʙݱࡏɿχϡʔϥϧωοτϫʔΫΛ༻͍ͨԻ੠߹੒ɾԻ੠೾ܗੜ੒!/*$5 झຯɿҿΈձ ೥ʙ೥͸ίϩφͷͨΊօແˠࣗ୐൩ऌঢ়ଶˠ೥෮׆ ɼδϣΪϯά ঺հϖʔδ /*$5ݚڀ৬ɾݚڀٕज़৬࠾༻αΠτɿIUUQTXXXOJDUHPKQFNQMPZNFOUSFTFBSDIFSPLBNPUPUBLVNBIUNM ೔ຊԻڹֶձࢽΩϟϦΞύεখಛूʮೋీΛ௥͏΋ͷԿీΛಘΔ ʯɿIUUQTEPJPSHKBTK@ ଍ͷΘΒ͡ݚڀੜ׆೥ˠ೥͔Βͭͷ੒Ռ͕༥߹
  6. Ԭຊ୓ຏˏ/*$5͚͍͸Μͳ ݚڀςʔϚɿ෺ཧɾ਺ཧϞσϧʹجͮ͘Ի৴߸ɾԻۭؒͷ૑ग़ Իڹ৴߸ॲཧɿಛʹԻ৔ऩ࿥ɾ੍ޚ ϚΠΫϩϗϯɾεϐʔΧΞϨΠ৴߸ॲཧ  ೥݄ʙ೥݄ɿ౦๺େ޻ֶ෦ػցܥ ֶ෦ݚڀɿৼಈΠϯςϯγςΟ  ೥݄ʙ೥݄ɿ౦๺େֶ৘ใՊֶݚڀՊ म࢜ɾത࢜ɾϙευΫ

     ೥݄ʙ೥݄ɿ/*$5௒ྟ৔ײϓϩδΣΫτˏ/*$5 ೥ʙݱࡏɿࣗ਎ͷՊݚඅ౳!/*$5 Ի੠ॲཧ೥݄ʙݱࡏɿχϡʔϥϧωοτϫʔΫΛ༻͍ͨԻ੠߹੒ɾԻ੠೾ܗੜ੒!/*$5 ࣗݾ঺հ  ೥ϊʔϕϧ෺ཧֶ৆ɾϊʔϕϧԽֶ৆ड৆
  7. Ի੠߹੒ٕज़ͷߴ඼࣭Խɾߴ଎Խ ςΩετ ؆қχϡʔϥϧωοτϫʔΫ ԻڹϞσϧ Իڹಛ௃ྔ ৴߸ॲཧͷجͮ͘ ೾ܗੜ੒Ϟσϧ Ի੠೾ܗ $16ͷΈͰߴ଎ಈ࡞ Ի࣭ʹ՝୊͋Γ

    طଘͷԻ੠߹੒ ςΩετղੳॲཧ ࡢ೥౓։ൃͨ͠ ߴ඼࣭χϡʔϥϧԻ੠߹੒ ߴ඼࣭ ߴ଎ಈ࡞ʹ͸(16͕ඞཁ ࠓ೥౓౓։ൃͨ͠ ߴ଎ɾߴ඼࣭χϡʔϥϧԻ੠߹੒ ߴ඼࣭ $16ͷΈͰߴ଎ಈ࡞ ςΩετ ςΩετղੳॲཧ Իڹಛ௃ྔ ߴ඼࣭χϡʔϥϧωοτϫʔΫ೾ܗੜ੒Ϟσϧ %J⒎8BWF(SBE ࠃࡍձٞ*$"441Ͱͷ੒Ռ ߴ඼࣭χϡʔϥϧωοτϫʔΫԻڹϞσϧ #-45. 5BDP%FD ࠃࡍձٞ"436Ͱͷ੒Ռ (16൛Ϟσϧ Ի੠೾ܗ ςΩετ ςΩετղੳॲཧ Իڹಛ௃ྔ ߴ඼࣭χϡʔϥϧωοτϫʔΫ೾ܗੜ੒Ϟσϧ .VMUJTUSFBN)J'J("/ ࠃࡍձٞ"436Ͱͷ੒Ռ ߴ඼࣭χϡʔϥϧωοτϫʔΫԻڹϞσϧ ೔ຊޠ൛1BSBMMFM5BDPUSPOվ ࠃࡍձٞ"436Ͱͷ੒Ռ $16൛Ϟσϧ Ի੠೾ܗ  7PJDF5SB౥ࡌத ɾ೔ຊޠ ɾӳޠ ɾதࠃޠ ɾؖࠃޠ ɾϕτφϜޠ ɾϑϥϯεޠ ɾεϖΠϯޠ ɾλΠޠ ɾΠϯυωγΞޠ ɾϛϟϯϚʔޠ ࡢ೥౓։ൃͨ͠ ߴ଎ɾߴ඼࣭χϡʔϥϧԻ੠߹੒ 7PJDF5SB౥ࡌத ߴ඼࣭ $16ͷΈͰߴ଎ಈ࡞ ͭͷωοτϫʔΫ͕ඞཁ ςΩετ ςΩετղੳॲཧ Իڹಛ௃ྔ ߴ඼࣭χϡʔϥϧωοτϫʔΫ೾ܗੜ੒Ϟσϧ .VMUJTUSFBN)J'J("/ ߴ඼࣭χϡʔϥϧωοτϫʔΫԻڹϞσϧ Ի੠೾ܗ ࠓ೥౓։ൃͨ͠ ߴ଎ɾߴ඼࣭χϡʔϥϧԻ੠߹੒ 7PJDF5SB౥ࡌ༧ఆ ͞Βʹߴ඼࣭ $16ͷΈͰߴ଎ಈ࡞ ͭͷωοτϫʔΫͰ0, ςΩετ ςΩετղੳॲཧ தؒಛ௃ྔ ߴ඼࣭χϡʔϥϧωοτϫʔΫ೾ܗੜ੒Ϟσϧ .VMUJTUSFBN)J'J("/ ߴ඼࣭χϡʔϥϧωοτϫʔΫԻڹϞσϧ &OEUPFOEϞσϧ Ի੠೾ܗ  ɾυΠπޠ ɾΠλϦΞޠ ɾώϯσΟʔޠ ɾϩγΞޠ ɾΞϥϏΞޠ ɾϒϥϙϧޠ ɾϑΟϦϐϯޠ ɾΫϝʔϧޠ ɾωύʔϧޠ ɾϞϯΰϧޠ ɾ΢ΫϥΠφޠ શݴޠχϡʔϥϧԻ੠߹੒
  8. ೉͠͞ͷͭɿೖྗͱग़ྗͷ௕͕͞શવҧ͏ ࣮ࡍʹԻ੠߹੒ͯ͠Έͨྫ  ೖྗςΩετ จࣈʴಡ఺จࣈ ԻૉʴΞΫηϯτه߸ Իૉ Իڹಛ௃ྔ ϑϨʔϜγϑταϯϓϧ 

    ϑϨʔϜ Ի੠೾ܗ αϯϓϦϯάप೾਺L)[  αϯϓϧ Ի੠߹੒ɼԿ͕೉͍͠ͷ͔  පؾͰ͸ͳͯ͘΋݈߁਍அΛड͚ʹߦ͖·͢ɻ ?CZP<PLJEFXBOBLVUFNP LF</LPPTIJ</EB/P V<LFOJJ<LJNB>TV ഒ
  9. ػց຋༁͔Βੜ·Εͨ஫ҙػߏ෇͖ܥྻม׵χϡʔϥϧωοτϫʔΫϞσϧ5SBOTGPSNFS ೖྗ.ͱग़ྗ/ͷ௕͕͞ҧ͏ˠߦྻԋࢉʹΑͬͯม׵Մೳɿ<"Y.>Y<.Y/><"Y/> .ߦ/ྻͷม׵ߦྻ ೖྗͱग़ྗͱͷҐஔؔ܎ΞϥΠϝϯτ ΋ֶशʹΑΓࣗಈ֫ಘ͢ΔҰ؏ֶश 5SBOTGPSNFSʹΑΔ࣮ݱ  σίʔμ ςΩετ Իૉྻ

     . Τϯίʔμ / ɾ஫ҙػߏ "UUFOUJPO ߦྻ ɹೖྗͷͲ͜ʹ஫ҙΛ޲͚Δ͔ ɾΤϯίʔμͱσίʔμʹ΋ ɹ஫ҙػߏΛ࣋ͨͤΔ ɹࣗݾ஫ҙػߏ 4FMGBUUFOUJPO ˣ ຋༁ɾೝࣝɾ߹੒͚ͩͰͳ͘ ༷ʑͳ෼໺ʹͯ׆༻ ੜ੒"* $IBU(15 ΋
  10.  ςΩετԻ੠߹੒ٕज़ χϡʔϥϧԻ੠߹੒Ϟσϧʹؔ͢ΔऔΓ૊Έ χϡʔϥϧ554ԻڹϞσϧ *OUFSTQFFDI "436 *$"441 "436 &OEUPFOE554Ϟσϧ "436

    *$"441 &OEUPFOE੠࣭ม׵Ϟσϧ *OUFSTQFFDI <latexit sha1_base64="L4PyrqHxk2CTu7gOmrBQv3bHSdA=">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</latexit> Acoustic features <latexit sha1_base64="7VC2AVRUd57DasxvKZPhpBtjT3g=">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</latexit> Synthesized speech waveform <latexit sha1_base64="8hREcmWVayksj+PaC6a157dCp+I=">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</latexit> Charactor <latexit sha1_base64="qUnRaiR6m3iaDFJ654EahFC4AVE=">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</latexit> Phoneme <latexit sha1_base64="AfwYcZl3wmBLpimYFgqoK75ilL8=">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</latexit> Frame <latexit sha1_base64="E1XeJ0BBCJ89zTbLTqjjuN90iKc=">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</latexit> Sample <latexit sha1_base64="jno7dgs/QUu0k9LeFnLbon0r+xo=">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</latexit> Uniform <latexit sha1_base64="rDGYKfH6C+YLKCeSJPi63BaqKi0=">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</latexit> upsampling <latexit sha1_base64="qlWhzUN/YdeFWmBxGfD4ezREfOI=">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</latexit> Input text <latexit sha1_base64="FYn7Awh+Az7dpBlqPxKUbr6gXCo=">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</latexit> Phoneme sequence <latexit sha1_base64="7VC2AVRUd57DasxvKZPhpBtjT3g=">AAACgHichVFNL0NBFD2e7/oqNhKbRkOsap4I0pXExhJVJEjz3nOrE+8r700rbWNh6w9YWJGIiA2/wcYfsPATxJLExsLt60sEwZ3MzJkz99w5M2P6tgyVEI8tWmtbe0dnV3eip7evfyA5OLQeeuXAorzl2V6waRoh2dKlvJLKpk0/IMMxbdow9xcb+xsVCkLpuWuq6tOOY+y5sigtQzFVSI7mqq4qUShrtJsKfSKrlDowKlT0AqeQTIuMiCL1E+gxSCOOZS95iW3swoOFMhwQXCjGNgyE3LagQ8Bnbgd15gJGMtonHCLB2jJnEWcYzO7zuMerrZh1ed2oGUZqi0+xuQesTGFcPIgr8SLuxbV4Eu+/1qpHNRpeqjybTS35hYHjkdzbvyqHZ4XSp+pPzwpFzEdeJXv3I6ZxC6upr9ROXnLZ1fH6hDgXz+z/TDyKO76BW3m1LlZo9RQJ/gD9+3P/BOvTGX02M7MynV6Yib+iC6MYwyS/9xwWsIRl5PncI1ziBreapk1qU5reTNVaYs0wvoSW/QAza5Ro</latexit> Synthesized speech waveform <latexit sha1_base64="IqSt/ifNR6yIZpewGIdriCSotgY=">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</latexit> Intermediate features <latexit sha1_base64="DO/tGzhM6FDHwzN+3GrekbsF/MA=">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</latexit> Encoder <latexit sha1_base64="TWIjWd2UCKcHB+FaTiAm09jDwTg=">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</latexit> Decoder <latexit sha1_base64="ZOiQO7IsgWClmIsJsscIGbCa0lY=">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</latexit> Text-analyzer (G2P) <latexit sha1_base64="XXfvPpYtiWVMDlnqKOUov6Pq470=">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</latexit> (a) Pipeline TTS models <latexit sha1_base64="8eo0iDuaz2ndkam2nhiWDXNZqvY=">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</latexit> (b) Entire end-to-end TTS models <latexit sha1_base64="nqk1NsXM9/2WKZL04Tz9FSF7UeU=">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</latexit> Acoustic models <latexit sha1_base64="jaCPeYFxdCJbFfQTOxhZQR7TLkc=">AAACgHichVG7SgNBFD2urxhfURvBJhiU2MRZEZVUARvL+EgiqITdzSQOmX2wj4AGC1t/wMJKQURs9Bts/AELP0EsFWwsvNksiAb1DjNz5sw9d87M6I4Uns/YU5fS3dPb1x8biA8ODY+MJsbGi54duAYvGLa03W1d87gUFi/4wpd823G5ZuqSl/T6amu/1OCuJ2xryz9w+J6p1SxRFYbmE1VOTKWFZcigIqxashK4IZs07QqX3lw5kWIZFkayE6gRSCGKvJ24wi4qsGEggAkOCz5hCQ0etR2oYHCI20OTOJeQCPc5jhAnbUBZnDI0Yus01mi1E7EWrVs1vVBt0CmSukvKJGbYI7tmr+yB3bBn9vFrrWZYo+XlgGa9reVOefRkcvP9X5VJs4/9L9Wfnn1UsRJ6FeTdCZnWLYy2vnF4+rqZ3ZhpzrIL9kL+z9kTu6cbWI0343Kdb5whTh+g/nzuTlBcyKhLmcX1hVRuMfqKGKYwjTS99zJyWEMeBTr3GFe4xZ2iKGllXlHbqUpXpJnAt1Cynyq3k+c=</latexit> (including duration models) <latexit sha1_base64="Q/gGfmMV9x8/OnAwRSZUYWRqEps=">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</latexit> Speech waveform <latexit sha1_base64="eesvGJXjXGSDpY6ubenhxPBVVdo=">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</latexit> (=Neural vocoders) <latexit sha1_base64="sTk7BsxY47KtkV7ZhqwVzhpoq6k=">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</latexit> generative models <latexit sha1_base64="faYIMrsw7EzUXPzctHGSgPhkWds=">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</latexit> Non-uniform <latexit sha1_base64="rDGYKfH6C+YLKCeSJPi63BaqKi0=">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</latexit> upsampling <latexit sha1_base64="VFv6qsOHb8lZibHKA0Krf1uyEUo=">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</latexit> (=Alignment) <latexit sha1_base64="TFmHRpLvbUYgMV9rWIhjvdkz3lw=">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</latexit> Temporal resolution unit Ի੠߹੒ɾՎ੠߹੒ ౷߹Ϟσϧ *OUFSTQFFDI
  11.  Ի੠೾ܗ߹੒ٕज़ χϡʔϥϧ೾ܗੜ੒Ϟσϧʹؔ͢ΔऔΓ૊Έ ԬຊɼԻڹࢽ <latexit sha1_base64="IGMChlbsVRi5JP0W+/rnhKI5Hfk=">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</latexit> Acoustic features h <latexit

    sha1_base64="uGbHMILs1w/uDVfLuSQdAwKuipg=">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</latexit> or <latexit sha1_base64="TewyobNoikPRCUbDC4vQ570JLbM=">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</latexit> RNN layers <latexit sha1_base64="S0Aq7JSRliOPJApqWBhAw/wzv0Q=">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</latexit> Sampling <latexit sha1_base64="XwAJggLaXX93Lia51ShnL+x3gd8=">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</latexit> Dilated CNN layers <latexit sha1_base64="9phZoiwXkW+ML/4oj1yXv8aj+Qo=">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</latexit> (Causal) <latexit sha1_base64="bLwU6gFJt97cdAnkxDkEK5r/iAs=">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</latexit> Previous samples <latexit sha1_base64="FmLj/GPf+weBxnRI3XYM1v0ENdg=">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</latexit> Upsampling <latexit sha1_base64="QCXyBGZqqkkxs7xF7ydYqdfH1/w=">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</latexit> Conditioning <latexit sha1_base64="TIsIuRNR7iIACQhl/T0I1MrtuhI=">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</latexit> . . . <latexit sha1_base64="AkEXXrioSrjWQ1Te4BSGJhy7EFM=">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</latexit> In inferece <latexit sha1_base64="yUOIt7Dn3fnN0a1Jq84ZMB+fyz4=">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</latexit> e.g. WaveNet, WaveRNN, LPCNet <latexit sha1_base64="p1zzV1dir6yyIbxLANUjw0qjats=">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</latexit> Probability p(xt |x0, · · · , xt 1, h) <latexit sha1_base64="65JBAGqRA5fPP0gZBUJDbCrQ0rk=">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</latexit> Next sample xt <latexit sha1_base64="folKXAjDyDeKOWUrhrJHMQGOLE8=">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</latexit> (a) Auto-regressive models <latexit sha1_base64="RQlUWz7OdEkafrXAPmZRXxiNUtE=">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</latexit> Gaussian noise <latexit sha1_base64="FmLj/GPf+weBxnRI3XYM1v0ENdg=">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</latexit> Upsampling <latexit sha1_base64="QCXyBGZqqkkxs7xF7ydYqdfH1/w=">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</latexit> Conditioning <latexit sha1_base64="TIsIuRNR7iIACQhl/T0I1MrtuhI=">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</latexit> . . . <latexit sha1_base64="XwAJggLaXX93Lia51ShnL+x3gd8=">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</latexit> Dilated CNN layers <latexit sha1_base64="rfESrVMKxLogTbwPtad+lZv5Tyo=">AAACb3ichVHLSgMxFD0dX7U+WnWhIEixKO3CkhFRcVVw40rqow/QUmZi1KHTmWEehVr8AT9AFy58gIj4GW78ARd+griSCm5ceDsdEBX1hiQnJ/fcnCSqpWuOy9hjSOro7OruCfdG+voHBqOxoeG8Y3o2Fzlu6qZdVBVH6Johcq7m6qJo2UKpqrooqJXl1n6hJmxHM41Nt26JUlXZM7RdjSsuUdvJVdOY4YrnKHqqHEuwNPMj/hPIAUggiKwZu8Y2dmCCw0MVAgZcwjoUONS2IIPBIq6EBnE2Ic3fFzhEhLQeZQnKUIit0LhHq62ANWjdqun4ak6n6NRtUsYxxR7YDWuye3bLntj7r7Uafo2WlzrNalsrrHL0aGzj7V9VlWYX+5+qPz272MWi71Uj75bPtG7B2/rawUlzY2l9qjHNLtkz+b9gj+yObmDUXvnVmlg/RYQ+QP7+3D9BfjYtz6fn1mYTmbngK8IYxySS9N4LyGAFWeToXAvHOMN56EUalSakeDtVCgWaEXwJKfUB+mGOCQ==</latexit> (Non-causal) <latexit sha1_base64="RQlUWz7OdEkafrXAPmZRXxiNUtE=">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</latexit> Gaussian noise <latexit sha1_base64="DKsKKnk/cqLYqd4QQcjAqsmhdcI=">AAACdnichVFNLwNRFD0d3/XRYiORSKMpVs1tI4iVxIYdqkiQZmY8vHQ6M5l5rVTjD/gDFmJBgoifYeMPWPQniCUJCwu300kEwZ3Me+ede859971nuJb0FVE9orW0trV3dHZFu3t6+2Lx/oE13yl7psibjuV4G4buC0vaIq+kssSG6wm9ZFhi3SjON/LrFeH50rFXVdUV2yV9z5a70tQVU4V4/6LNaSVZn7D0KisL8SSlKYjET5AJQRJhLDnxa2xhBw5MlFGCgA3F2IIOn79NZEBwmdtGjTmPkQzyAkeIsrfMKsEKndkij3u82gxZm9eNmn7gNnkXi3+PnQmk6IFu6Jnu6ZYe6f3XWrWgRqOXKs9G0yvcQux4KPf6r6vEs8L+p+vPnhV2MRP0Krl3N2AapzCb/srhyXNudiVVG6MLeuL+z6lOd3wCu/JiXi6LlVNE+QEy36/7J1jLpjNT6cnlbHJuMnyKTgxjFBN839OYwwKWkOd9D3CGK1xH3rQRLaWNN6VaJPQM4kto9AGg3JEO</latexit> Invertible layers <latexit sha1_base64="FmLj/GPf+weBxnRI3XYM1v0ENdg=">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</latexit> Upsampling <latexit sha1_base64="QCXyBGZqqkkxs7xF7ydYqdfH1/w=">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</latexit> Conditioning <latexit sha1_base64="TIsIuRNR7iIACQhl/T0I1MrtuhI=">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</latexit> . . . <latexit sha1_base64="FmLj/GPf+weBxnRI3XYM1v0ENdg=">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</latexit> Upsampling <latexit sha1_base64="LYGStWP+lxhs0TBF+daCK7D9eLw=">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</latexit> + CNN layers <latexit sha1_base64="FmLj/GPf+weBxnRI3XYM1v0ENdg=">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</latexit> Upsampling <latexit sha1_base64="LYGStWP+lxhs0TBF+daCK7D9eLw=">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</latexit> + CNN layers <latexit sha1_base64="TIsIuRNR7iIACQhl/T0I1MrtuhI=">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</latexit> . . . <latexit sha1_base64="TIsIuRNR7iIACQhl/T0I1MrtuhI=">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</latexit> . . . <latexit sha1_base64="vfmLOLXtqta1QaYSGCJQOC8+BGs=">AAACg3ichVG7SgNBFD1Zjcb4itoIggSDIghhEoKKIAS0sMzDREFD2F0nOmRf7G4CMdhZ+QMWVgoiaql/YOMPWPgJYqlgY+HdzYKoqHeYmTvn3nPvmRnF0oTjMvYYkrq6wz29kb5o/8Dg0HBsZLTsmA1b5SXV1Ex7U5EdrgmDl1zhanzTsrmsKxrfUOorXnyjyW1HmMa627J4RZd3DVETquwSVI1NropareGF45ZtKrIivKZCjevmDtecaizBksy3+E8nFTgJBJYzYxfYxg5MqGhAB4cBl3wNMhwaW0iBwSKsgjZhNnnCj3McIErcBmVxypAJrdO6S6etADXo7NV0fLZKXTSaNjHjmGYP7JK9sHt2zZ7Y+6+12n4NT0uLdqXD5VZ1+Gi8+PYvS6fdxd4n60/NLmpY9LUK0m75iHcLtcNv7h+/FJcK0+0ZdsaeSf8pe2R3dAOj+aqe53nhBFH6gNT35/7plNPJ1Hwyk08nspngKyKYwBRm6b0XkMUacihR30Nc4Qa3Uliak9JSkCuFAs4Yvpi0/AH1HJWf</latexit> Di↵usion probabilistic models <latexit sha1_base64="QCXyBGZqqkkxs7xF7ydYqdfH1/w=">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</latexit> Conditioning <latexit sha1_base64="StAXOkWPVpOsJ/cWmuo+LufTzU4=">AAACg3ichVFNS1tBFD15fsVYTbSbQkGCQRGEcBOCSqEQ6Ka75sOooBLee07ikPfFe5NU+8iuq/4BF64siLRd6j9w4x9w4U8Qlxa66aI3zwdFxfYOM3PmzD13zswYniUDRXSd0IaGR0bHkuOpiReTU+nM9Mx64HZ9UzRM13L9TUMPhCUd0VBSWWLT84VuG5bYMDrvBvsbPeEH0nXW1IEndmy97ciWNHXFVDMzu63Evgo/+LItHd3KftR7ouX6dra/3wyp38zkKE9RZJ+CQgxyiKPiZk6xjV24MNGFDQEHirEFHQG3LRRA8JjbQcicz0hG+wJ9pFjb5SzBGTqzHR7bvNqKWYfXg5pBpDb5FIu7z8os5umKvtEdXdIPuqHfz9YKoxoDLwc8G/da4TXTX17Vf/1XZfOssPdX9U/PCi2sRl4le/ciZnAL817f+3R4V39Tmw8X6Cvdsv9juqYLvoHT+2meVEXtCCn+gMLj534K1ov5wnK+VC3lyqX4K5J4jTks8nuvoIz3qKDB537Gd5zhXBvRlrSiFudqiVjzEg9Ce/sHP3qVww==</latexit> Original waveform x0 <latexit sha1_base64="jOpeWv1fJPFpINsVBFLELFnKmbg=">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</latexit> Gaussian noise ✏ <latexit sha1_base64="ttQdcKvJB4fb7HaNj5pcWz6/Alw=">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</latexit> p ¯ ↵x0 + p 1 ¯ ↵✏ <latexit sha1_base64="r8UPnsNQGQDK6N68HRr8Hhg4hcM=">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</latexit> Noise level p ¯ ↵ <latexit sha1_base64="jOpeWv1fJPFpINsVBFLELFnKmbg=">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</latexit> Gaussian noise ✏ <latexit sha1_base64="G/iBDbwY2Q1QmnRkXQk/Zob+K0Q=">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</latexit> In training <latexit sha1_base64="017IwdqqqXL28WzJngmgsiDT9Cg=">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</latexit> In inference <latexit sha1_base64="G/iBDbwY2Q1QmnRkXQk/Zob+K0Q=">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</latexit> In training <latexit sha1_base64="5UsE63s3h3d9YRTcaxdiFcnde90=">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</latexit> e.g. ClariNet, Parallel WaveGAN <latexit sha1_base64="lVssHpkIwOyCDqPTwSdIf720VaU=">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</latexit> e.g. WaveGlow, WaveFlow <latexit sha1_base64="q7eIPX8SJzJMAhbcTtylVZ0Dg84=">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</latexit> e.g. MelGAN, HiFi-GAN <latexit sha1_base64="0Glq1FoS1JOYUWmS4q+jUHTTz+c=">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</latexit> e.g. WaveGrad, Di↵Wave, BDDM <latexit sha1_base64="EkH00hyA9UygSQ2SAy6Ooi6rgEc=">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</latexit> (b) CNN-based models <latexit sha1_base64="XEzDLSGsQa47qjmHVvDn11ybH5A=">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</latexit> (c) Flow-based models <latexit sha1_base64="30mXFofZGhecgGeQg3yTOT8gMs4=">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</latexit> (d) Upsampling-based models <latexit sha1_base64="vA66CalmFojIeBLGTIC/dCRn918=">AAACh3ichVG7SgNBFD2uz8RHojaCzWJQtIkTEQ1WihaW8ZEYiCHsrpM4uC92N4EY7MUfsLBSEBHBVnsbf8DCTxDLCDYW3t0siAb1Ljtz5sw9956ZUW1duB5jzx1SZ1d3T29fJNo/MDgUiw+P5Fyr6mg8q1m65eRVxeW6MHnWE57O87bDFUPV+Y56sOrv79S44wrL3PbqNi8aSsUUZaEpHlGl+MQ0n5HXRLlc9VNk27FURRV+Y6HJhrXHdbcUT7AkC0JuB6kQJBBGxopfYRd7sKChCgMcJjzCOhS49BWQAoNNXBEN4hxCItjnOEKUtFXK4pShEHtAY4VWhZA1ae3XdAO1Rl10+h1SyphkT+yaNdkju2Ev7OPXWo2ghu+lTrPa0nK7FDsZ23r/V2XQ7GH/S/WnZw9lpAOvgrzbAeOfQmvpa4enza2lzcnGFLtgr+T/nD2zBzqBWXvTLjf45hmi9ACpn9fdDnJzydRCcn5jLrE8Hz5FH8YxgWm670UsYx0ZZKnvMW5xh3spIs1KC1K6lSp1hJpRfAtp5RNSuJad</latexit> (e) Di↵usion probabilistic models <latexit sha1_base64="TP4cOnnWrJKngxzwawWHKKL/Kig=">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</latexit> Parallel waveform generative models <latexit sha1_base64="Q/gGfmMV9x8/OnAwRSZUYWRqEps=">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</latexit> Speech waveform <latexit sha1_base64="Q/gGfmMV9x8/OnAwRSZUYWRqEps=">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</latexit> Speech waveform <latexit sha1_base64="Q/gGfmMV9x8/OnAwRSZUYWRqEps=">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</latexit> Speech waveform "436 *$"441 4-5 4QFFDI$PNN *$"441 "436 "436 *$"441 *OUFSTQFFDI
  12.  /*$5ʹ͓͚ΔԻ੠೾ܗ߹੒ٕज़ *OUFSTQFFDI <latexit sha1_base64="//pmT2HVncuEMTe5lL0FgNladLA=">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</latexit> Mel-spectrogram <latexit sha1_base64="41R35Jr+uJ2YU2nK5B0TDy3oxos=">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</latexit> Hidden features

    <latexit sha1_base64="hvtHRFCnzaoeWhLuwIB4p/HEAEc=">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</latexit> (d) Vocos <latexit sha1_base64="26l6vWL7qdqaE7HH/OomtCc8Y/Y=">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</latexit> (e) WaveNeXt <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="RgZ+gengRNfrXWcO8D/pag8cNks=">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</latexit> 256T <latexit sha1_base64="DFLPIPEfqXtqgfX7o8oujOn5woA=">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</latexit> 4T <latexit sha1_base64="Z+12bu/+6i4rNhQXhk+nXH9FsVY=">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</latexit> 16T <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="T5f2XlfpasgA6osRHuWkfvSUTt8=">AAACanichVFNSwJBGH7cvsw+NLsUXiQzOskoUtFJ6NLRj/wAE9ndRl1cd5fdVTDpD3TrFOSpICL6GV36Ax38CVE3gy4del0XoqJ6h5l55pn3eeeZGclQFctmbOARJianpme8s765+YVFf2ApWLD0tinzvKyrulmSRIurisbztmKrvGSYXGxJKi9Kzb3RfrHDTUvRtQO7a/BKS6xrSk2RRZuoYpZbDdHg1UCExZgT4Z8g7oII3EjrgRsc4gg6ZLTRAocGm7AKERa1MuJgMIiroEecSUhx9jlO4CNtm7I4ZYjENmms06rsshqtRzUtRy3TKSp1k5RhRNkju2VD9sDu2BN7/7VWz6kx8tKlWRpruVH1n67k3v5VtWi20fhU/enZRg07jleFvBsOM7qFPNZ3js+Hud1stLfBrtgz+b9kA3ZPN9A6r/J1hmf78NEHxL8/909QSMTiW7FkJhFJJd2v8CKENWzSe28jhX2kkXfcneECfc+LEBRWhdA4VfC4mmV8CWH9A303jH0=</latexit> Reshape <latexit sha1_base64="T5f2XlfpasgA6osRHuWkfvSUTt8=">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</latexit> Reshape <latexit sha1_base64="osdV7Vp2B/UR6tgeignzixvRPyc=">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</latexit> 64T <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="RgZ+gengRNfrXWcO8D/pag8cNks=">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</latexit> 256T <latexit sha1_base64="DFLPIPEfqXtqgfX7o8oujOn5woA=">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</latexit> 4T <latexit sha1_base64="Z+12bu/+6i4rNhQXhk+nXH9FsVY=">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</latexit> 16T <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="T5f2XlfpasgA6osRHuWkfvSUTt8=">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</latexit> Reshape <latexit sha1_base64="T5f2XlfpasgA6osRHuWkfvSUTt8=">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</latexit> Reshape <latexit sha1_base64="osdV7Vp2B/UR6tgeignzixvRPyc=">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</latexit> 64T <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="TTQ30vJmO0x/F9P9RqzMyCmOECY=">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</latexit> 8T <latexit sha1_base64="osdV7Vp2B/UR6tgeignzixvRPyc=">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</latexit> 64T <latexit sha1_base64="wLnE3O/j3yresjAkzxulYj9Ru1M=">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</latexit> 128T <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">AAACenichVHLSgMxFD0d3/VVFUFwM7RUFKFkpKi4EgriRrC1rUKVMjOmdXBeTKYFLf6AP+DCVQUR9TPc+AMu+gniUsFNF95OB0RFvSHJyck9NyeJ5pqG8BlrRaSe3r7+gcGh6PDI6Nh4bGKyKJyap/OC7piOt6epgpuGzQu+4Zt8z/W4amkm39WOM5393Tr3hOHYef/E5QeWWrWNiqGrPlHl2HTeU23hOoIfyhnHrsuL8lZuoxxLsBQLQv4JlBAkEMa2E7vBPg7hQEcNFjhs+IRNqBDUSlDA4BJ3gAZxHiEj2Oc4Q5S0NcrilKESe0xjlValkLVp3akpArVOp5jUPVLKSLIndste2SO7Z8+s/WutRlCj4+WEZq2r5W55/Hxm5/1flUWzj6NP1Z+efVSwGng1yLsbMJ1b6F19/fTidWctl2zMsSv2Qv6brMUe6AZ2/U2/zvLcJaL0Acr35/4JikspZTmVzi4l1tPhVwxiFnHM03uvYB2b2EaBzm2giTvcR9pSXFqQFrupUiTUTOFLSOkPGymRmw==</latexit> Transposed Conv + MRF <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="8kpvDNus0b7wzVWy1TT/WafSQVg=">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</latexit> Transposed Conv + MRF <latexit sha1_base64="RgZ+gengRNfrXWcO8D/pag8cNks=">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</latexit> 256T <latexit sha1_base64="Rn665rTTRJ/H/eG/9lK7TWy4Qwk=">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</latexit> Output speech waveform <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="QGlV3m8NWx8L4ZFnm78HXv1oSS0=">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</latexit> 1 ⇥ 1 Pointwise Conv <latexit sha1_base64="cjpkO9559KyLvyYHjRdxaZONkT8=">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</latexit> Layer normalization <latexit sha1_base64="9seoL/XDo2XP0Rif34f8MPIx/W0=">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</latexit> Linear <latexit sha1_base64="QqRc/6ZwcwQu8mMwrTy+MoojlwI=">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</latexit> 7 ⇥ 1 Depthwise Conv <latexit sha1_base64="QGlV3m8NWx8L4ZFnm78HXv1oSS0=">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</latexit> 1 ⇥ 1 Pointwise Conv <latexit sha1_base64="cjpkO9559KyLvyYHjRdxaZONkT8=">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</latexit> Layer normalization <latexit sha1_base64="Rn665rTTRJ/H/eG/9lK7TWy4Qwk=">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</latexit> Output speech waveform <latexit sha1_base64="RgZ+gengRNfrXWcO8D/pag8cNks=">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</latexit> 256T <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="QGlV3m8NWx8L4ZFnm78HXv1oSS0=">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</latexit> 1 ⇥ 1 Pointwise Conv <latexit sha1_base64="cjpkO9559KyLvyYHjRdxaZONkT8=">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</latexit> Layer normalization <latexit sha1_base64="9seoL/XDo2XP0Rif34f8MPIx/W0=">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</latexit> Linear <latexit sha1_base64="QqRc/6ZwcwQu8mMwrTy+MoojlwI=">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</latexit> 7 ⇥ 1 Depthwise Conv <latexit sha1_base64="QGlV3m8NWx8L4ZFnm78HXv1oSS0=">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</latexit> 1 ⇥ 1 Pointwise Conv <latexit sha1_base64="cjpkO9559KyLvyYHjRdxaZONkT8=">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</latexit> Layer normalization <latexit sha1_base64="Rn665rTTRJ/H/eG/9lK7TWy4Qwk=">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</latexit> Output speech waveform <latexit sha1_base64="m2M8rHuOF0gSA9URWDSXtcrAj3Q=">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</latexit> Linear <latexit sha1_base64="9tYDl8YNjrDOdqDoZugYkb+RlLU=">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</latexit> Reshape <latexit sha1_base64="RgZ+gengRNfrXWcO8D/pag8cNks=">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</latexit> 256T <latexit sha1_base64="U5TcjeqlvPFgqn71pDYhDMtH62o=">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</latexit> (c) MS-FC-HiFi-GAN <latexit sha1_base64="mtSA3P79ifgXeX1sdlpQ9S9PwYo=">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</latexit> (b) MS-iSTFT-HiFi-GAN <latexit sha1_base64="VcBt4cjMh5RMaK+j4THg0HqhPq0=">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</latexit> (a) HiFi-GAN <latexit sha1_base64="9TjOxqWi3FNax3mj5Co46ZFlIG0=">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</latexit> (For analysis-synthesis) <latexit sha1_base64="TRMViwAGLmvi21mVn+tQ44Ztqd4=">AAAChHichVHLSsNAFD3Gd31V3QguLBZFwZapb1yIIIhLX1VBpSTprQ1Nk5BMi1pcuvEHXLhSEBG3+gVu/AEXfoK4VHDjwps0ICrqDZl75sw9d87MaI5peFKIxxqltq6+obGpOdLS2tbeEe3sWvfskqtTWrdN293UVI9Mw6K0NKRJm45LalEzaUMrzPvrG2VyPcO21uS+QztFddcycoauSqYy0b6hBduNkZVNSDvBKSZpT/rYc4j0/HAmGhdJEUTsJ0iFII4wluzoJbaRhQ0dJRRBsCAZm1Dh8beFFAQc5nZQYc5lZATrhENEWFviKuIKldkCj7s82wpZi+d+Ty9Q67yLyb/LyhgGxIO4Ei/iXlyLJ/H+a69K0MP3ss9Zq2rJyXQc96y+/asqcpbIf6r+9CyRw3Tg1WDvTsD4p9Cr+vLBycvqzMpAZVCci2f2fyYexR2fwCq/6hfLtHKKCD9A6vt1/wTro8nUZHJ8eTQ+Nx4+RRN60Y8hvu8pzGERS0jzvke4xg1ulQZlRBlTJqqlSk2o6caXUGY/ACT/lLQ=</latexit> (For end-to-end text-to-speech) <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="oAcN5RBevt6LhIbG/Yyf6v8VoLs=">AAACa3ichVE9SwNBEH05v2L8iqYRtQiGiFWYHCFRCxFsLONHTCCGcHdZ9fByd9xdAhr8A5Y2FtooiIg/w8Y/YOFPELFSsLFwcjkRi+gsuzv7dt7s2xnVNnTXI3oKST29ff0D4cHI0PDI6Fh0fGLbtRqOJgqaZVhOSVVcYeimKHi6Z4iS7QilrhqiqB6stu+LTeG4umVueYe2qNSVPVPf1TXFY6iUdyzbckWtGk1QajGbo4wcpxT5xk5GzmZycjwdIAkElreiN9hBDRY0NFCHgAmPfQMKXB5lpEGwGaugxZjDnu7fCxwjwtwGRwmOUBg94HWPT+UANfnczun6bI1fMXg6zIwjSY90S2/0QHf0TJ9dc7X8HG0th7yrHa6wq2Mnk5sf/7LqvHvY/2H9qdnDLhZ8rTprt32k/Qutw28enb1tLm0kW3N0RS+s/5Ke6J5/YDbftet1sXGOCDfgu8rx7s62nEpnU5l1ObGyHLQijGnMYp7rncMK1pBHwa/zKc5xEXqVYtKUNNMJlUIBJ4ZfJiW/ABeZjUo=</latexit> Proposed <latexit sha1_base64="0oz63R+L0Yqasj7tuUbn9GMfByw=">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</latexit> T <latexit sha1_base64="Rn665rTTRJ/H/eG/9lK7TWy4Qwk=">AAACe3ichVHLSgMxFD0dX7W+qoIIboqlIiIlLfWBK8GNO9tqVailzIypDs6LmUylVn/AH3DhSkFE6l+48Qdc+AniUsGNgrfTAdGi3pDk5OSem5NEsXXNFYw9hqSOzq7unnBvpK9/YHAoOjyy6Vqeo/KCaumWs63ILtc1kxeEJnS+bTtcNhSdbykHK839rSp3XM0yN0TN5iVD3jO1iqbKgqhydGzNE7YnYq7NubofO5SrvGI5RjkaZ0nmR6wdpAIQRxBZK3qNHezCggoPBjhMCMI6ZLjUikiBwSauhDpxDiHN3+c4QYS0HmVxypCJPaBxj1bFgDVp3azp+mqVTtGpO6SMIcEe2A17YfeswZ7Y+6+16n6NppcazUpLy+3y0On4+tu/KoNmgf0v1Z+eBSpY9L1q5N32meYt1Ja+enT2sr6UT9Sn2CV7Jv8X7JHd0Q3M6qt6leP5c0ToA1I/n7sdbKaTqflkJpeOL2eCrwhjApOYpvdewDJWkUWBzj3GJRq4DX1IcWlGmm2lSqFAM4pvIc19Alozkyw=</latexit> Output speech waveform <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="Rn665rTTRJ/H/eG/9lK7TWy4Qwk=">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</latexit> Output speech waveform <latexit sha1_base64="uVsflQC7knBCRAzRjoYvECRfU/I=">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</latexit> Conv1D <latexit sha1_base64="8MCZglZFeTnJlb4QbhX575/Gtf8=">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</latexit> iSTFT <latexit sha1_base64="mWwmcAOEIXRYSzZnTX5AWf0+9fI=">AAACfnichVFNSxxBEH1O1JiN0dVcErwMWRQ9ONZsFndWEARBPOTg16qgssy0rQ72zgwzvQvrIt7zB3LwFEFCEMyPyCV/wIM/QXI04MWDtbMrkoNJNd1V/bpe1etuL1J+oomuu4wX3T29L/teZV73vxkYzA4NrydhLRayLEIVxpuem0jlB7Ksfa3kZhRLt+opueEdzrfON+oyTvwwWNONSO5U3f3A3/OFqxmqZN9/YqIbm+OzCzWlGpMiDAIptNydqGRzZJVKeTvvmGQVSo7tFDmYLjjFj2TaFqWWQ8eWwuw3bGMXIQRqqEIigOZYwUXCYws2CBFjO2gyFnPkp+cSx8gwt8ZZkjNcRg953efdVgcNeN+qmaRswV0Uz5iZJkbpir7TLf2iC7qh+2drNdMaLS0N9l6bK6PK4Od3q3f/ZVXZaxw8sf6pWWMPTqrVZ+1RirRuIdr8+tGX29WZldHmGJ3Rb9b/la7pJ98gqP8R58ty5RQZ/oDHVzafD9bzlj1tFZbzublC5yv6MIIPGOf3LmIOi1hCmfue4ByX+GHAGDMmjal2qtHV4bzFX2Y4D/c7kvA=</latexit> Linear (=Fully-connected) <latexit sha1_base64="DgHbp6fRpZlqATc3qRwduEitJ2Y=">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</latexit> Multi-stream synthesis filter <latexit sha1_base64="DgHbp6fRpZlqATc3qRwduEitJ2Y=">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</latexit> Multi-stream synthesis filter <latexit sha1_base64="1gxz2/4TdPbNcETXZNZ3V6jIg28=">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</latexit> 0 padding <latexit sha1_base64="1gxz2/4TdPbNcETXZNZ3V6jIg28=">AAACbHichVG7SgNBFD1Z3/GR+CgEERaDYhVuQqJiJdhY+ooPVGR3M8bBfbG7CWjwB2wtLNRCQUT8DBt/wMJPEMFGwcbCu5sVsVDvMHPvnLnnzpk7umtKPyB6TChNzS2tbe0dyc6u7p5UurdvxXeqniFKhmM63pqu+cKUtigFMjDFmusJzdJNsarvzYbnqzXh+dKxl4N9V2xZWsWWO9LQAobWSXW1clnale10hrJFYsurlA19oajGSFHNRQhRBrHNO+lrbKIMBwaqsCBgI+DYhAafxwZyILiMbaHOmMeRjM4FDpFkbpWzBGdojO7xWuHdRozavA9r+hHb4FtMnh4zVYzSA93QK93TLT3Rx6+16lGNUMs+e73BFe526mhw6f1flsU+wO4360/NAXYwFWmVrN2NkPAVRoNfOzh5XZpeHK2P0SU9s/4LeqQ7foFdezOuFsTiKZL8AV9dVn8PVvLZ3ES2sJDPzBTir2jHEEYwzv2exAzmMI8S32vhGGc4T7woA8qQMtxIVRIxpx8/TBn7BLr5jQo=</latexit> 0 padding <latexit sha1_base64="Fv6Cwb/EEc2aeq7XMxUcMCpGQlg=">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</latexit> iSTFT <latexit sha1_base64="ktNW0/yg/EAbL9GR1VHxV7NHthA=">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</latexit> Magnitude <latexit sha1_base64="VKs2/0M/FQPoUTlzN8LKeJXRixk=">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</latexit> Phase <latexit sha1_base64="sZfvDHzWcjJbQeM22rrbiBzp06s=">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</latexit> ⇥n <latexit sha1_base64="sZfvDHzWcjJbQeM22rrbiBzp06s=">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</latexit> ⇥n <latexit sha1_base64="XxF+0PxZvA38pUYGKOVdqSi68qI=">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</latexit> block <latexit sha1_base64="XxF+0PxZvA38pUYGKOVdqSi68qI=">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</latexit> block <latexit sha1_base64="ntLcg+pyNs7eLwBDP119DbyPQfA=">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</latexit> ConvNeXt <latexit sha1_base64="ntLcg+pyNs7eLwBDP119DbyPQfA=">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</latexit> ConvNeXt <latexit sha1_base64="/lEjbhSWrhrJZn5Z783dql31NJI=">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</latexit> GELU <latexit sha1_base64="/lEjbhSWrhrJZn5Z783dql31NJI=">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</latexit> GELU "436 :BNBTIJUB  *&&&"DDFTT "436
  13. +&54 ΞϥΠϝϯτ͸ର֯ͷͨΊ҆ఆͨ͠߹੒Λ࣮ݱ &41OFU554ͰͷֶशϞσϧΛ༻͍ͨσϞ /*$5ϦϦʔε)J'J$"15"*/ίʔύεΛ࢖༻ &OEUPFOEχϡʔϥϧԻ੠߹੒Ϟσϧͷྫ  <latexit sha1_base64="qlWhzUN/YdeFWmBxGfD4ezREfOI=">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</latexit> Input text

    <latexit sha1_base64="FYn7Awh+Az7dpBlqPxKUbr6gXCo=">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</latexit> Phoneme sequence <latexit sha1_base64="eqMndbZ87wqsy7S2OybjDDfQGcs=">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</latexit> Output raw speech waveform <latexit sha1_base64="//pmT2HVncuEMTe5lL0FgNladLA=">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</latexit> Mel-spectrogram <latexit sha1_base64="BQ7TlRDT2S3gLQotOTEfP+orRfo=">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</latexit> Text analyzer <latexit sha1_base64="7/xh7p6SaIPVWfg3H1nsgMjD+lE=">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</latexit> Transformer-based decoder <latexit sha1_base64="PnyUOmBroUC9Arfpf/xMC1qClTI=">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</latexit> Embedding layer <latexit sha1_base64="4MdmVFiF6d7lamJ930mNAt0130I=">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</latexit> Transformer-based encoder <latexit sha1_base64="BT+hlArdaMVLxMAlmUOnhqOUqbc=">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</latexit> Variance adaptor <latexit sha1_base64="Nv77tzbKgPFfE0bu0ljrf+8nTrQ=">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</latexit> FastSpeech2-based acoustic model <latexit sha1_base64="7PgzVEb/3zT9PeaXY3w6A30Z5P4=">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</latexit> speech waveform generator <latexit sha1_base64="Spt1qHBhbJUIkNlfsGfs3+CK8z8=">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</latexit> Alignment <latexit sha1_base64="tWhmS3euCF9hjm94NmDr6V7WeKM=">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</latexit> module <latexit sha1_base64="uPOoCMeI/QGvOmCE/Kgqty0nuO0=">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</latexit> h <latexit sha1_base64="fcv157TIFnfAZ8Qn+HD8KQYt5Uo=">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</latexit> d <latexit sha1_base64="XJ9SuAZSJRKmW5MBOgNbUVfNqwA=">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</latexit> : Training only <latexit sha1_base64="DbQSY09dG+YrFEpQSA/TvuES5EY=">AAACcXichVHLSsNAFD2Nr1pfVTeKm2BRBLHclmLVlSKoK/FVFXyRpKMOpklI0oIWf8AfUHClICJ+hht/wIWfIC4ruHHhTRoRF+odZu6dM/fce2ZGd0zp+UTPMaWhsam5Jd6aaGvv6OxKdvese3bZNUTBsE3b3dQ1T5jSEgVf+qbYdFyhlXRTbOhHs8H5RkW4nrStNf/YETsl7cCS+9LQfIZ2F+ScHJufWRwLahT3kilKT9JkjkilNIXGQY6y+WxGzURICpEt2clbbKMIGwbKKEHAgs+xCQ0ejy1kQHAY20GVMZcjGZ4LnCLB3DJnCc7QGD3i9YB3WxFq8T6o6YVsg7uYPF1mqhiiJ7qjGj3SPb3Qx6+1qmGNQMsxe73OFc5e11nf6vu/rBJ7H4ffrD81+9jHRKhVsnYnRIJbGHV+5eS8tjq1MlQdpmt6Zf1X9EwPfAOr8mbcLIuVSyT4A75eWf09WM+mM+Pp3HI2NZ2LviKOAQxihN87j2ksYAkF7uviAle4jtWUfkVVBuupSizi9OKHKaOfbyyOsA==</latexit> HiFi-GAN-based %-JNFUBM *OUFSTQFFDI ࣝผثχϡʔϥϧωοτ ఢରతֶश ("/
  14. 

  15. εϚʔτϑΥϯ্Ͱߴ଎ಈ࡞Մೳͳߴ඼࣭χϡʔϥϧςΩετԻ੠߹੒ 1Z5PSDIΛ༻ֶ͍ͯशˠ-JC5PSDI͓Αͼ$ Λ༻͍ͯεϚʔτϑΥϯ্ʹ࣮૷ ߹੒଎౓΍଴ͪ࣌ؒ ϨΠςϯγʔ ΛදࣔՄೳ <latexit sha1_base64="vBDfZdpurARh14trxuiHdxl8u2g=">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</latexit> Mel-spectrogram <latexit

    sha1_base64="vH77virhZKTWfm8KwVfm+8tUBjI=">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</latexit> waveform <latexit sha1_base64="9lozoQVeb9VJg5paKElYHBNoA94=">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</latexit> Speech <latexit sha1_base64="FrsV4cKr6F1l5sv4wX+gnZsUCw4=">AAACeHichVHLSiNBFD1pnxNf0WwG3DSG+NiE2w3GxMUgzGaWvvIAldDdVrSxX1R3AjH4A/MDs5iFODDMiJ8xm/kBF/mEYZYKgrjwdiciLtTbdNWpc++5darKDBw7jIh6KWVoeGR0bPxDemJyanomMztXDf2WtETF8h1f1k0jFI7tiUpkR46oB1IYrumImnnyOc7X2kKGtu/tRp1AHLjGkWc3bcuImGpksrvS8MKmL10hVeFZ/qGQjUyOCsRRLKox0EqkMSiXS7peVrUkRZTDIDb9zC/s4xA+LLTgQsBDxNiBgZC/PWggBMwdoMucZGQneYEzpFnb4irBFQazJzwe8WpvwHq8jnuGidriXRz+JStV5OmaLumG/tIV/aOHV3t1kx6xlw7PZl8rgsbM1487d++qXJ4jHD+r3vQcoYlS4tVm70HCxKew+vr26bebnfXtfHeRftB/9n9BPfrDJ/Dat9bPLbH9HWl+gKdbVl8HVb2gFQurW3pu49PgKcYxjwUs832vYQNfsIkK79vBOX7jMnWvqMqSstIvVVIDTRYvQtEfAREkkjk=</latexit> Transformer encoder <latexit sha1_base64="FJ0D/ZeHQu3FRThIyKcgfsBca50=">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</latexit> + <latexit sha1_base64="BIAP/ngDF1KmG42fv2UHWZ/z3jQ=">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</latexit> Variance adapter <latexit sha1_base64="FJ0D/ZeHQu3FRThIyKcgfsBca50=">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</latexit> + <latexit sha1_base64="RZj7uXeSndNbOBS+nLu16RV9QTs=">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</latexit> ConvNeXt decoder <latexit sha1_base64="71BES6LtwKZxQtoggo/cnrWiehk=">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</latexit> MS-FC-HiFi-GAN <latexit sha1_base64="n5YBLnGZDzV76gGpS8AvQqocPMI=">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</latexit> Input text <latexit sha1_base64="1MLVoWQga/1yLs943ifTmGJaW6w=">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</latexit> Non-autoregressive acoustic model <latexit sha1_base64="oHECcJlsBZ9PuiZgyo0EPh2ieaM=">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</latexit> Neural vocoder  .PCJMF1SFTFO5SB 0LBNPUP *OUFSTQFFDI4IPX5FMM
  16. χϡʔϥϧ೾ܗੜ੒ϞσϧͷΈʹஞ࣍෼ׂ߹੒Λಋೖ ԻڹϞσϧɿ෼ׂஞ࣍߹੒͢Δͱ߹੒඼࣭͕ྼԽ͢Δ໰୊ˠҰׅ߹੒ χϡʔϥϧ೾ܗੜ੒Ϟσϧɿ෼ׂஞ࣍߹੒ͯ͠΋඼࣭ྼԽແ͠ˠ෼ׂஞ࣍߹੒ <latexit sha1_base64="vBDfZdpurARh14trxuiHdxl8u2g=">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</latexit> Mel-spectrogram <latexit sha1_base64="vH77virhZKTWfm8KwVfm+8tUBjI=">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</latexit> waveform <latexit

    sha1_base64="9lozoQVeb9VJg5paKElYHBNoA94=">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</latexit> Speech <latexit sha1_base64="hOaYq7CF33nNby8MK62WGH86PDk=">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</latexit> Input text <latexit sha1_base64="pf5+r6M6aj/OvQ16BGdwcJRcM8w=">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</latexit> Batch inference in acoustic model <latexit sha1_base64="/mX/SQ/1kC6i+vAa9C6I3997Qtg=">AAACjHichVHLahRBFD1pH0lGTSZxI7hpHKKuhjuTyUsRAkKIuzycJBDD0F25kxTprm6qawbi4A8IrrNwpSBBXLrVlRt/wEU+QVwmkI0L7/S0iIvoLarq1Kl7bp2qCtNIZ47oZMi7dPnK1eGR0dK16zfGxssTkxtZ0rGKmyqJErsVBhlH2nDTaRfxVmo5iMOIN8ODx/39zS7bTCfmqTtMeScO9oxuaxU4oVrle0+MshyzcUHka9Nmy0axIN9wxwrXTVSyy7ZVrlB1gRYas9M+VSkPAQ2qz81P+7WCqaCIlaR8jGfYRQKFDmIwDJzgCAEyaduogZAKt4OecFaQzvcZL1ASbUeyWDICYQ9k3JPVdsEaWfdrZrlaySmRdCtKH1P0jd7TKX2lD/Sdfl5Yq5fX6Hs5lDkcaDltjb+8tX7+X1Uss8P+H9U/PTu0MZ971eI9zZn+LdRA331+dLr+YG2qd5fe0g/x/4ZO6IvcwHTP1LtVXnuNknzA71f2LwYb9WpttjqzWq8sLhdfMYLbuIP78t5zWMQyVtCUc1/hIz7hszfmNbyH3qNBqjdUaG7ir/CWfgFpyZlk</latexit> Incremental inference in neural vocoder <latexit sha1_base64="JGT1QY5U73/r8ITlmOB7FyfsCQA=">AAACbHichVHLSgMxFD0d3/XR+lgIRSiWiquSCtbqSnDj0ra2KioyM6Y1OC9m0oIWf8CtCxfqQkFE/Aw3/oCLfoIIbhTcuPB2OiBa1BuSnJzcc3OSaI4hPMlYI6R0dHZ19/T2hfsHBoci0eGRkmdXXZ0Xdduw3XVN9bghLF6UQhp83XG5amoGX9P2l5r7azXuesK2VuWBw7dNtWKJstBVSdTGfCZedlWTezvRBEsxP+LtIB2ABIJYsaM32MIubOiowgSHBUnYgAqP2ibSYHCI20adOJeQ8Pc5jhAmbZWyOGWoxO7TWKHVZsBatG7W9Hy1TqcY1F1SxpFkj+yWvbIHdsee2Mevtep+jaaXA5q1lpY7O5Hj8cL7vyqTZom9L9WfniXKyPpeBXl3fKZ5C72lrx2evhYW8sn6FLtiz+T/kjXYPd3Aqr3p1zmeP0OYPiD987nbQWkmlc6kZnMzicVs8BW9iGES0/Tec1jEMlZQpHNNnOAcF6EXZUyJKROtVCUUaEbxLZSpT1W1jNs=</latexit> 96 frames <latexit sha1_base64="JGT1QY5U73/r8ITlmOB7FyfsCQA=">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</latexit> 96 frames <latexit sha1_base64="JGT1QY5U73/r8ITlmOB7FyfsCQA=">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</latexit> 96 frames <latexit sha1_base64="zAi0mzCTOP1weJsZSql4KBl9p9s=">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</latexit> 64 frames ⇥ 256 = 16384 samples <latexit sha1_base64="3yv5hc9R4dB1K3JNlVhnSxEep+c=">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</latexit> 32 frames ⇥ 256 = 8192 samples ଴ͪ࣌ؒ୹ॖͷͨΊͷ෼ׂஞ࣍߹੒ٕज़  ϛυϧϨϯδεϚʔτϑΥϯ্ʹͯ଴ͪ࣌ؒඵͷߴ଎ੜ੒Λ࣮ݱ
  17. ָේ͔ΒςΩετɼجຊप೾਺ɼԻૉܧଓ௕Λநग़ ೖྗςΩετɿՎࢺ جຊप೾਺͓ΑͼԻૉܧଓ௕ɿԻූ  Phoneme d e N d e

    N m u sh i m u sh i k a t a ts u m u r i Note G4 E4 Number of frames 12.5 25 Number of phonemes 1 1 37.5 2 25 2 37.5 2 12.5 2 25 2 25 2 25 2 50 2 G4 G4 C4 C4 C4 D4 37.5 2 12.5 2 25 2 E4 E4 D4 C4 D4 C4 261.63 Hz D4 293.67 Hz E4 329.63 Hz F4 349.23 Hz G4 392.00 Hz A4 440.00 Hz B4 493.88 Hz C5 523.25 Hz ςΩετԻ੠߹੒༻σʔλͷΈΛ༻͍ͨՎ੠߹੒ ೖྗςΩετ جຊप೾਺ Իૉܧଓ௕ 0LBNPUP *OUFSTQFFDI
  18. <latexit sha1_base64="0uKxGGvi94ot8NH/8VrRtJh9r1Y=">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</latexit> Input text <latexit sha1_base64="3zQaeuifeEvx5T7XRr3g02kWXWo=">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</latexit> Phoneme (+ accentual) sequence

    <latexit sha1_base64="FYxxytaCdEJdhqb7izOlkTUtjdE=">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</latexit> Comformer-based decoder <latexit sha1_base64="MoXGCRVLJi/s3ZMINkGhf/4GNkc=">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</latexit> Variance adapter <latexit sha1_base64="T4G9oOvoRuRg/iwO2HEuM7n6CcU=">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</latexit> Comformer-based encoder <latexit sha1_base64="M39mT0XH052bw90RJwiYmVT6EDA=">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</latexit> Embedding layer <latexit sha1_base64="UYCLutWGVSku8uGQS1n3qt0e7v4=">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</latexit> Text analyzer <latexit sha1_base64="39v1XxDePhoGim/SyYBCr4T9528=">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</latexit> Predicted acoustic feature <latexit sha1_base64="1Il3IXqFo8nAXk4pW34xs4OTfQU=">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</latexit> CFS2-based acoustic model <latexit sha1_base64="hicsiIYs4zPr0QXVoB2URdgYWjw=">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</latexit> Output speech waveform <latexit sha1_base64="4Ts6aQBT2bqEeh17ObF1s0elMXo=">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</latexit> Musical score <latexit sha1_base64="V7QSiWRHN/fxVxKfQBtCr7sl+Sc=">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</latexit> Lyrics <latexit sha1_base64="QT9u9GUadN9qIbOUeEHE3rUgwFs=">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</latexit> Note <latexit sha1_base64="PqsipI/xZsQGfSNdyT3LSKS2C+Y=">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</latexit> log fo <latexit sha1_base64="kd9jGTD4kykBh5hiEPl34FzrIVo=">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</latexit> Duration <latexit sha1_base64="wd6WZ3lKT4bxlxWYA6HDhytt55M=">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</latexit> Mel-cepstrum <latexit sha1_base64="vBDfZdpurARh14trxuiHdxl8u2g=">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</latexit> Mel-spectrogram <latexit sha1_base64="TBp335Uq73K40mymvpZqc0ZR3HI=">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</latexit> or <latexit sha1_base64="Rgh4Cv8b1Tfqb9/jIWkYO1zmUNU=">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</latexit> Monotonic alignment search <latexit sha1_base64="7HUyvZKz0mWJXbLTg01YenyNt68=">AAACcXichVHLSsNAFD2N7/po1Y3iJlgUQSi3obTqSnDjSuqjKvgiidMaTJMwSQta/AF/QMGVBRHxM9z4Ay78BHFZwY0Lb9OIuFDvMHPvnLnn3jMzhmdbfkD0HFM6Oru6e3r74v0Dg0OJ5PDIpu9WpSmKpmu7ctvQfWFbjigGVmCLbU8KvWLYYss4Xmqdb9WE9C3X2QhOPLFX0cuOVbJMPWBof0VUpW6rNdd0D4U8SKYoPZ/LU1ZTKU2hcZDVctm8pmYiJIXICm7yFrs4hAsTVVQg4CDg2IYOn8cOMiB4jO2hzpjkyArPBc4QZ26VswRn6Iwe81rm3U6EOrxv1fRDtsldbJ6SmSqm6InuqEmPdE8v9PFrrXpYo6XlhL3R5grvIHE+tv7+L6vCPsDRN+tPzQFKmAu1WqzdC5HWLcw2v3Z60VxfWJuqT1ODXln/NT3TA9/Aqb2ZN6ti7Qpx/oCvV1Z/Dza1dCaXzq1qqcW56Ct6MYFJzPB757GIZRRQ5L4Sl7hGI9ZUxhVVmWynKrGIM4ofpsx+AmjYj68=</latexit> Neural vocoder <latexit sha1_base64="Yo3tZ28KfDNoWn6DhmoSB4FRJX4=">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</latexit> (Mel-spectrogram) <latexit sha1_base64="LNBVAhJKtVI2EU9b4kYa+ZzBjpk=">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</latexit> HiFi-GAN <latexit sha1_base64="kS78Oo6jIgL9scIJQoWPwhkxkx8=">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</latexit> Encoder output <latexit sha1_base64="sjV7/xW9Kfmfc7IiRKz5lmImyr0=">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</latexit> Target energy <latexit sha1_base64="cviEIOqAJOp9MS/3QH9DWiOjuq4=">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</latexit> Target log fo <latexit sha1_base64="oG/qAavCdLlV1JR4O9BDmvIeFWE=">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</latexit> Decoder input <latexit sha1_base64="oRXI7vrRQvwVQ6gAKsuPHXCjNNg=">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</latexit> Energy predictor <latexit sha1_base64="U8FJD4xNas/AIrX7jSTFwf47Z1M=">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</latexit> Energy Conv1D <latexit sha1_base64="tX8q8Q7i2z+dc+Js3rSaj1JvkG4=">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</latexit> log fo predictor <latexit sha1_base64="+VxB7yi+1EMHWkbD9EiTkDEs47I=">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</latexit> log fo Conv1D <latexit sha1_base64="UUNL8Lb8njYcr/XxzgSwZqnbL9c=">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</latexit> MSE <latexit sha1_base64="UUNL8Lb8njYcr/XxzgSwZqnbL9c=">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</latexit> MSE <latexit sha1_base64="f+YTRma+EXocuri8WskzPsRWRyE=">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</latexit> Duration predictor <latexit sha1_base64="t5aWuMO6xko25Bg3NsXWWTXc+mM=">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</latexit> Target duration <latexit sha1_base64="UUNL8Lb8njYcr/XxzgSwZqnbL9c=">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</latexit> MSE <latexit sha1_base64="oSvyUr66jQQ3XQSSoNQPb38HXN4=">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</latexit> (Logarithmic domain) <latexit sha1_base64="scFVnQQc5J1RQMAmhGi3WaF62uM=">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</latexit> Duration of each note <latexit sha1_base64="BGi+APzWNtjHPRYmbWXxRjQsLaQ=">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</latexit> Compensate <latexit sha1_base64="rXXiKz7//+R7/pgc+sgfASK9s6U=">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</latexit> log fo of each phoneme <latexit sha1_base64="/zctHQTWmsgO6A/GmvDN+3QYK9U=">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</latexit> Training only <latexit sha1_base64="jq8hKKEjw2gghwMYDOW9ouW9gYo=">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</latexit> Inference for TTS only <latexit sha1_base64="/SYMe84PvLGMEeTH4Vd17iD7f/Q=">AAACe3ichVHNSsNAEP4a/+tfVRDBS7AoIlKm0mrrSfCiN7W2CioliVsNppuQpIVafQFfwIMnBRHRt/DiC3jwEcSjghcFp2lEPKiz7M7st/PNfLurO5bp+USPEaWlta29o7Mr2t3T29cfGxgseHbFNUTesC3b3dQ1T1imFHnf9C2x6bhCK+uW2NAPFhvnG1XheqYt1/2aI3bK2p40S6ah+QwVY8PLsiRcIQ2hlmxXzRVyqi2tWjEWp0Qqk02l51RKUGAcZLPZFGXUZIjEEdqKHbvCNnZhw0AFZQhI+Bxb0ODx2EISBIexHdQZczkyg3OBY0SZW+EswRkaowe87vFuK0Ql7xs1vYBtcBeLp8tMFeP0QNf0Qvd0Q0/0/mutelCjoaXGXm9yhVPsPxnJvf3LKrP3sf/N+lOzjxIygVaTtTsB0riF0eRXD09fcvNr4/UJuqBn1n9Oj3THN5DVV+NyVaydIcof8PXK6u9BYSaRnE2kV2fiC5nwKzoxijFM8nvPYQFLWEGe+x7hAje4jXwocWVKmW6mKpGQM4QfpqQ/AXBRksE=</latexit> Inference for SVS only <latexit sha1_base64="7gwikfOr6tn7VutnHoTvVP3Ca9g=">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</latexit> Gaussian <latexit sha1_base64="17eYvcbLlLJre3AWF5yQAsI0XTU=">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</latexit> upsampling <latexit sha1_base64="IsP4a3aLkIdYItbxWM1ojX3DSdc=">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</latexit> Variance adapter  ςΩετԻ੠߹੒Վ੠߹੒౷߹Ϟσϧ
  19. Վ੠߹੒ͷجຊप೾਺ɾԻૉܧଓ௕ͷμΠφϛοΫϨϯδ͸ςΩετԻ੠ ߹੒ΑΓ΋޿͍ͨΊ +465ɿςΩετԻ੠߹੒༻୯Ұ࿩ऀίʔύε 5BLBNJDIJ   +4654POHɿ+465ͱಉ͡࿩ऀʹΑΔՎ੠ίʔύε  <latexit sha1_base64="CrnGTEe5VWFhiwIYpXre3PvfOxM=">AAACfnichVHLSgMxFD2Or1pfVTeKm2JRdGFNiy9cCYK49FUVVEpmTOvgTGacyRRqEff+gAtXCiIi6Ee48Qdc+AniUsGNC2+nA6Ki3pDk5OSem5NEdy3TV4w91mn1DY1NzbGWeGtbe0dnoqt7zXcCzxA5w7Ecb0PnvrBMKXLKVJbYcD3Bbd0S6/reXHV/vSQ833Tkqiq7YtvmRWkWTIMrovKJvmE+kpwP5A63hVTcShY8sR8IaZTziRRLszCSP0EmAilEsegkLrGFHTgwEMCGgIQibIHDp7aJDBhc4rZRIc4jZIb7AoeIkzagLEEZnNg9Gou02oxYSetqTT9UG3SKRd0jZRKD7IFdsRd2z67ZE3v/tVYlrFH1UqZZr2mFm+887l15+1dl06yw+6n607NCAdOhV5O8uyFTvYVR05cOTl5WZpYHK0PsnD2T/zP2yO7oBrL0alwsieVTxOkDMt+f+ydYy6Yzk+mJpWxqdjz6ihj6MYBheu8pzGIBi8jRuUe4wA1uNWhD2qg2VkvV6iJND76ENv0BtQiSzw==</latexit>

    (a) Fundamental frequency <latexit sha1_base64="rrIE699hZMXQUqObtl1RZB8LLhI=">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</latexit> (b) Phoneme duration Կނ͏·͘߹੒Ͱ͖ͳ͍ͷ͔
  20. جຊप೾਺Λ੍ޚɾ֎૷Մೳͳ೾ܗੜ੒Ϟσϧ 0IUBOJ *$"441  छྨͷ'*3ϑΟϧλ܎਺ΛχϡʔϥϧωοτʹΑΓֶश جຊप೾਺ʹରԠ͢Δྭৼ৴߸ͱ৞ΈࠐΈ ैདྷํࣜΑΓ΋ߴ଎ͳੜ੒Λ࣮ݱ σϞαϯϓϧ جຊप೾਺ഒ جຊप೾਺ഒ

    جຊप೾਺ഒ Excitation generator Residual FIR network Resonance FIR network Speech waveform Concatenate Causal conv block Causal conv block MGC V/UV Cont. log fO BAP Mixed excitation Input features Residual signal Causal conv block (a) Network architecture C C Nota V/UV Cont BAP MGC Fig. 1. Ov  ߹੒Ի੠σϞαϯϓϧ '*3/FUχϡʔϥϧ೾ܗੜ੒Ϟσϧ ৴߸ॲཧͱػցֶशͱΛ༥߹ͨ͠σʔλ֎૷ํࣜ
  21. <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">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</latexit> CFS2 <latexit sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">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</latexit> CFS2 <latexit

    sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">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</latexit> CFS2 <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">AAACZnichVFNSwJBGH7cvsxKrYiCLpIYnWQU+qCTEJRHP/IDTGR3m2xx3V12V8GkPxB0zUOngojoZ3TpD3TwHxQdDbp06HVdiJLqHWbmmWfe551nZiRDVSybsa5HGBkdG5/wTvqmpmf8geDsXN7SG6bMc7Ku6mZREi2uKhrP2Yqt8qJhcrEuqbwg1Xb6+4UmNy1F1/btlsHLdbGqKUeKLNpEZZO7e5VgmEWZE6FhEHNBGG6k9OAtDnAIHTIaqINDg01YhQiLWgkxMBjEldEmziSkOPscp/CRtkFZnDJEYms0VmlVclmN1v2alqOW6RSVuknKECLsid2xHntk9+yFffxaq+3U6Htp0SwNtNyoBM6Wsu//quo02zj+Uv3p2cYRthyvCnk3HKZ/C3mgb550etntTKS9yq7ZK/m/Yl32QDfQmm/yTZpnLuGjD4j9fO5hkI9HYxvR9XQ8nIi6X+HFMlawRu+9iQSSSCFH51Zxjgt0PM+CX1gQFgepgsfVzONbCKFP+I+KXQ==</latexit> HFG <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">AAACZnichVFNSwJBGH7cvsxKrYiCLpIYnWQU+qCTEJRHP/IDTGR3m2xx3V12V8GkPxB0zUOngojoZ3TpD3TwHxQdDbp06HVdiJLqHWbmmWfe551nZiRDVSybsa5HGBkdG5/wTvqmpmf8geDsXN7SG6bMc7Ku6mZREi2uKhrP2Yqt8qJhcrEuqbwg1Xb6+4UmNy1F1/btlsHLdbGqKUeKLNpEZZO7e5VgmEWZE6FhEHNBGG6k9OAtDnAIHTIaqINDg01YhQiLWgkxMBjEldEmziSkOPscp/CRtkFZnDJEYms0VmlVclmN1v2alqOW6RSVuknKECLsid2xHntk9+yFffxaq+3U6Htp0SwNtNyoBM6Wsu//quo02zj+Uv3p2cYRthyvCnk3HKZ/C3mgb550etntTKS9yq7ZK/m/Yl32QDfQmm/yTZpnLuGjD4j9fO5hkI9HYxvR9XQ8nIi6X+HFMlawRu+9iQSSSCFH51Zxjgt0PM+CX1gQFgepgsfVzONbCKFP+I+KXQ==</latexit> HFG <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="skJSgymI+j5dOSNyaBA9EHCyFQc=">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</latexit> ORG <latexit sha1_base64="mTBL0sYsGqtmnxncxbhrYSq/crk=">AAACaXichVFNSwJBGH7cvsw+1LpIXSQxOsko9EEnoUuXwI/8ABPZ3UbbXHeX3VUw6Q906hbVqSAi+hld+gMd/Anh0aBLh17XhSip3mFmnnnmfd55ZkYyVMWyGet6hLHxickp77RvZnZu3h8ILuQtvWnKPCfrqm4WJdHiqqLxnK3YKi8aJhcbksoLUn1nsF9ocdNSdG3fbhu83BBrmlJVZNEmKr/HVcuQK4EIizEnwqMg7oII3EjpgXsc4BA6ZDTRAIcGm7AKERa1EuJgMIgro0OcSUhx9jlO4SNtk7I4ZYjE1mms0arkshqtBzUtRy3TKSp1k5RhRNkLe2B99swe2Sv7+LVWx6kx8NKmWRpquVHxn4Wy7/+qGjTbOPpS/enZRhVbjleFvBsOM7iFPNS3Ti762e1MtLPKblmP/N+wLnuiG2itN/kuzTPX8NEHxH8+9yjIJ2Lxjdh6OhFJxtyv8GIZK1ij995EErtIIUfnHuMcl7jy9ISgEBKWhqmCx9Us4lsIkU+L1owK</latexit> Melspc <latexit sha1_base64="K4Imk4lLcDN1a+X+vK5ieFVbqCk=">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</latexit> WORLD <latexit sha1_base64="VGfzfaPQ0qj9M3VPYsQD15KWE44=">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</latexit> (a) Normal TTS <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">AAACZ3ichVHLSgMxFD0dX7U+WhWk4EYtFVclU/CBq4IILltrVahFZsbUhk5nhpm0UIs/4MKtgisFEfEz3PgDLvwEcangxoV3pgOiot6Q5OTknpuTRHdM4UnGHiNKT29f/0B0MDY0PDIaT4yNb3l20zV4ybBN293RNY+bwuIlKaTJdxyXaw3d5Nt6fdXf325x1xO2tSnbDq80tANLVIWhSZ/KrxVX9xIplmFBTP8EaghSCCNvJ66xi33YMNBEAxwWJGETGjxqZahgcIiroEOcS0gE+xxHiJG2SVmcMjRi6zQe0Kocshat/ZpeoDboFJO6S8pppNkDu2Ev7J7dsif2/mutTlDD99KmWe9qubMXP04W3/5VNWiWqH2q/vQsUcVy4FWQdydg/FsYXX3r8PSluLKR7syxS/ZM/i/YI7ujG1itV+OqwDfOEaMPUL8/90+wlc2oi5mFQjaVy4RfEcUUZjFP772EHNaRR4nOreEEpziLPClxZVJJdlOVSKiZwJdQZj4AyvmKvQ==</latexit> PESC <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">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</latexit> CFS2 <latexit sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">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</latexit> CFS2 <latexit sha1_base64="70NiwEj00eCt+oK8h3RttTtjuk4=">AAACZ3ichVHLSgMxFD0d3/XRqiCCm2pRXJVMwQeuCgVxqa2tgkqZGaMNnc4MM2lBiz/gwq2CKwUR8TPc+AMu+gnFZQU3LrwzHRAt6g1JTk7uuTlJdMcUnmSsGVF6evv6BwaHosMjo2Ox+PhE0bNrrsELhm3a7q6uedwUFi9IIU2+67hcq+om39ErWX9/p85dT9jWtjxx+EFVO7bEkTA06VPZ9Xy6FE+yFAsi0Q3UECQRxqYdv8c+DmHDQA1VcFiQhE1o8KjtQQWDQ9wBGsS5hESwz3GGKGlrlMUpQyO2QuMxrfZC1qK1X9ML1AadYlJ3SZnAPHthD6zNntkja7GPX2s1ghq+lxOa9Y6WO6XY+XT+/V9VlWaJ8pfqT88SR1gNvAry7gSMfwujo6+fXrbza7n5xgK7Za/k/4Y12RPdwKq/GXdbPHeNKH2A+vO5u0ExnVKXU0tb6WQmFX7FIGYwh0V67xVksIFNFOjcMi5wiatIS4kpU8p0J1WJhJpJfAtl9hOQ1Iqg</latexit> CFS2 <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="skJSgymI+j5dOSNyaBA9EHCyFQc=">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</latexit> ORG <latexit sha1_base64="mTBL0sYsGqtmnxncxbhrYSq/crk=">AAACaXichVFNSwJBGH7cvsw+1LpIXSQxOsko9EEnoUuXwI/8ABPZ3UbbXHeX3VUw6Q906hbVqSAi+hld+gMd/Anh0aBLh17XhSip3mFmnnnmfd55ZkYyVMWyGet6hLHxickp77RvZnZu3h8ILuQtvWnKPCfrqm4WJdHiqqLxnK3YKi8aJhcbksoLUn1nsF9ocdNSdG3fbhu83BBrmlJVZNEmKr/HVcuQK4EIizEnwqMg7oII3EjpgXsc4BA6ZDTRAIcGm7AKERa1EuJgMIgro0OcSUhx9jlO4SNtk7I4ZYjE1mms0arkshqtBzUtRy3TKSp1k5RhRNkLe2B99swe2Sv7+LVWx6kx8NKmWRpquVHxn4Wy7/+qGjTbOPpS/enZRhVbjleFvBsOM7iFPNS3Ti762e1MtLPKblmP/N+wLnuiG2itN/kuzTPX8NEHxH8+9yjIJ2Lxjdh6OhFJxtyv8GIZK1ij995EErtIIUfnHuMcl7jy9ISgEBKWhqmCx9Us4lsIkU+L1owK</latexit> Melspc <latexit sha1_base64="K4Imk4lLcDN1a+X+vK5ieFVbqCk=">AAACaHichVHLLgRBFD3TXmO8GgvERkyIVad6Eo9YSVhYSDC0kSDS3WqoTL/S3TPJmPgBG0vEikREfIaNH7DwCViS2Fi43dOJILiVqjp16p5bp6oMzxJByNhDSmpobGpuSbdm2to7Orvk7p61wC37JtdM13L9dUMPuCUcroUitPi653PdNixeMEqz0X6hwv1AuM5qWPX4lq3vOqIoTD0kSiss5hfmtuUsU1gcQz+BmoAsklhy5StsYgcuTJRhg8NBSNiCjoDaBlQweMRtoUacT0jE+xwHyJC2TFmcMnRiSzTu0mojYR1aRzWDWG3SKRZ1n5RDGGH37Jq9sDt2wx7Z+6+1anGNyEuVZqOu5d5212H/ytu/KpvmEHufqj89hyhiKvYqyLsXM9EtzLq+sn/8sjKdH6mNsgv2TP7P2QO7pRs4lVfzcpnnz5ChD1C/P/dPsJZT1AllfDmXnVGSr0hjEMMYo/eexAzmsQSNzhU4wglOU0+SLPVJA/VUKZVoevElpOEPq9qLJA==</latexit> WORLD <latexit sha1_base64="Uzo9vABtgJ9nG/DGlzWgZFZuuCs=">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</latexit> (b) Normal SVS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">AAACZnichVFNSwJBGH7cvsxKrYiCLpIYnWQU+qCTEETd/MgPMJHdbbTFdXfZXQWT/kDQNQ+dCiKin9GlP9DBf1B0NOjSodd1IUqqd5iZZ555n3eemZEMVbFsxroeYWR0bHzCO+mbmp7xB4KzczlLb5gyz8q6qpsFSbS4qmg8ayu2yguGycW6pPK8VNvp7+eb3LQUXTuwWwYv1cWqplQUWbSJyuzvZsrBMIsyJ0LDIOaCMNxI6sFbHOIIOmQ0UAeHBpuwChEWtSJiYDCIK6FNnElIcfY5TuEjbYOyOGWIxNZorNKq6LIarfs1LUct0ykqdZOUIUTYE7tjPfbI7tkL+/i1Vtup0ffSolkaaLlRDpwtZd7/VdVptnH8pfrTs40KthyvCnk3HKZ/C3mgb550epntdKS9yq7ZK/m/Yl32QDfQmm/yTYqnL+GjD4j9fO5hkItHYxvR9VQ8nIi6X+HFMlawRu+9iQT2kESWzq3iHBfoeJ4Fv7AgLA5SBY+rmce3EEKfEqCKag==</latexit> IFS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">AAACZ3ichVHLSgMxFD0dX7U+WhWk4EYtFVclU/CBq4IILltrVahFZsbUhk5nhpm0UIs/4MKtgisFEfEz3PgDLvwEcangxoV3pgOiot6Q5OTknpuTRHdM4UnGHiNKT29f/0B0MDY0PDIaT4yNb3l20zV4ybBN293RNY+bwuIlKaTJdxyXaw3d5Nt6fdXf325x1xO2tSnbDq80tANLVIWhSZ/KrxVX9xIplmFBTP8EaghSCCNvJ66xi33YMNBEAxwWJGETGjxqZahgcIiroEOcS0gE+xxHiJG2SVmcMjRi6zQe0Kocshat/ZpeoDboFJO6S8pppNkDu2Ev7J7dsif2/mutTlDD99KmWe9qubMXP04W3/5VNWiWqH2q/vQsUcVy4FWQdydg/FsYXX3r8PSluLKR7syxS/ZM/i/YI7ujG1itV+OqwDfOEaMPUL8/90+wlc2oi5mFQjaVy4RfEcUUZjFP772EHNaRR4nOreEEpziLPClxZVJJdlOVSKiZwJdQZj4AyvmKvQ==</latexit> PESC <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="pbMliQNUovHz+7ATPiA7JhDKlLc=">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</latexit> HFG <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="m6wBwGwGNCYgzPL/wzT7yFwt8kM=">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</latexit> FIRN <latexit sha1_base64="q4d1FJ6EXIJzStPuf3Jeqv+hgT0=">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</latexit> FS <latexit sha1_base64="K4Imk4lLcDN1a+X+vK5ieFVbqCk=">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</latexit> WORLD <latexit sha1_base64="K4Imk4lLcDN1a+X+vK5ieFVbqCk=">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</latexit> WORLD <latexit sha1_base64="K4Imk4lLcDN1a+X+vK5ieFVbqCk=">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</latexit> WORLD <latexit sha1_base64="16dkjTRdT4lDHK28M7+QKM82nIA=">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</latexit> (c) T ⇥ 0.5 SVS <latexit sha1_base64="ObSUkdcz1UMeAxI/DOTtSd/ZL50=">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</latexit> (d) fo ⇥ 0.5 SVS <latexit sha1_base64="R7TbaQhUKQvutxUki0+q3j5+XbE=">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</latexit> (e) fo ⇥ 2.0 SVS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="C/y6XvvzlmmCUH0vj0dFKdeLaIY=">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</latexit> IFS <latexit sha1_base64="Ev1UgSjKD+V+DDArs7G82BtvH5U=">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</latexit> ( 1 octave) <latexit sha1_base64="9Z1gSzCJb0ZHkOY/QOz9OTrqyNc=">AAACcHichVHLSsNAFD2Nr1ofrbopuLBaFR9QJgWfq4Ibl7W1VdAiSRw1NE1iMi3U4g/4A124sYKI+Blu/AEXfoK4s4IbF96mAVFR7zAzZ87cc+fMjGobuisYewxIHZ1d3T3B3lBf/8BgODI0nHetsqPxnGYZlrOtKi43dJPnhC4Mvm07XCmpBt9Si2ut/a0Kd1zdMjdF1eaFknJo6ge6pgiiCjOT8/JkzNKEUuGze5E4SzAvYj+B7IM4/EhbkWvsYh8WNJRRAocJQdiAApfaDmQw2MQVUCPOIaR7+xynCJG2TFmcMhRiizQe0mrHZ01at2q6nlqjUwzqDiljmGIP7IY12T27ZU/s/ddaNa9Gy0uVZrWt5fZe+CyafftXVaJZ4OhT9adngQMse1518m57TOsWWltfOak3s6uZqdo0u2TP5L/BHtkd3cCsvGpXGzxzjhB9gPz9uX+CfDIhLyYWNpLx1Ir/FUGMYgIz9N5LSGEdaeTo3GPUcYFG4EWKSmPSeDtVCviaEXwJae4DB2KNjg==</latexit> (+1 octave) <latexit sha1_base64="2YZdNcwSZB72sKmPbWcIROBaMFk=">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</latexit> (240 BPM) <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC <latexit sha1_base64="AUV+cNY/T1UCo4j8yefaWzA08Is=">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</latexit> PESC Ի࣭ධՁ݁Ռ͓ΑͼσϞαϯϓϧ 
  22. ܥྻม׵ܕχϡʔϥϧωοτͷಛ௃ ೖྗͱग़ྗͷϖΞσʔλ͕͋Ε͹͍Ζ͍Ζͱ΋࢖͑Δ ྫɿςΩετˡˠԻ੠  ຋༁ɾೝࣝɾ߹੒Ͱಉ͡ωοτϫʔΫ͕࢖͑ΔͷͰॳֶऀͷෑډ͸௿͍ Ի੠෼໺͚ͩͰ΋Ԡ༻͸༷ʑ ը૾ೝࣝ౳Ͱ΋ଟ਺࠾༻  ࿩ऀμΠΞϦθʔγϣϯɿऩ࿥Ի੠ˠ୭͕͍ͭ࿩͔ͨ͠ ෳ਺࿩ऀԻ੠ೝࣝɿऩ࿥Ի੠ˠ୭͕ԿΛ࿩͔ͨ͠

    &OEUPFOEԻ੠຋༁ɿ೔ຊޠԻ੠ˠɹɹɹɹɹˠӳޠ຋༁Ի੠ Ի੠ڧௐɿϊΠδʔԻ੠ˠΫϦʔϯԻ੠ Իݯ෼཭ɿࠞ߹Ի੠ˠ෼཭Ի੠ ԻڹΠϕϯτݕग़ɿऩ࿥೾ܗˠΠϕϯτϥϕϧ ϑϥΠύϯͰྉཧΛᖱΊΔԻɼͳͲ  ੠࣭ม׵ɿ ྫ ʮগ೥ʯͷԻ੠ˠɹɹɹɹɹɹˠʮ͓ͬͪΌΜʯͷԻ੠ χϡʔϥϧωοτͷԠ༻ྫ  ݱࡏͷओྗ͸΍͸Γੜ੒"* $IBU(15౳
  23. ౎ཱେֶͱࢲ ͷఋ  ఋ͸ट౎େֶҰظੜɿʮ ट౎େֶ౦ژ େֶʹͳͬͯ͠·͏ɽɽɽʯ Ի੠ɾԻڹݚڀͱ౎ཱେֶ ԘాɾوՈݚڀࣨ ത࢜ޙظ՝ఔ࣌୅ʹوՈઌੜͷʮϚϧνϨʔτ৴߸ॲཧʯͷຊͰษڧ ˠ೥౓ʹχϡʔϥϧ೾ܗੜ੒Λߴ଎Խ

    ԘాઌੜɿֶձͰ͝Ұॹͯ͠·͢ίϩφՒ͸ΦϯϥΠϯֶձΛӡӦ খ໺ɾதౢݚڀࣨ খ໺ઌੜɿ਺ʑͷֶձͰوॏͳίϝϯτΛ͍͍͍ͨͩͯ·͢ ɹɹɹɹɹԻڹ৴߸ॲཧΰϦΰϦͷಛू߸ͷר಄ݴ͝୲౰ தౢઌੜɿֶձͰ͝Ұॹͯ͠·͢ ࠓճͷߨٛͷ͖͔͚ͬ ੴҪઌੜ ݩ/*$5ɼͨͩ͠ຊ೔ॳର໘ ͔Βͷґཔ ࡶஊ ٳܜ 
  24. ࣗݾ঺հ  Ԭຊ୓ຏˏ/*$5͚͍͸Μͳ ݚڀςʔϚɿ෺ཧɾ਺ཧϞσϧʹجͮ͘Ի৴߸ɾԻۭؒͷ૑ग़ Իڹ৴߸ॲཧɿಛʹԻ৔ऩ࿥ɾ੍ޚ ϚΠΫϩϗϯɾεϐʔΧΞϨΠ৴߸ॲཧ  ೥݄ʙ೥݄ɿ౦๺େ޻ֶ෦ػցܥ ֶ෦ݚڀɿৼಈΠϯςϯγςΟ 

    ೥݄ʙ೥݄ɿ౦๺େֶ৘ใՊֶݚڀՊ म࢜ɾത࢜ɾϙευΫ  ೥݄ʙ೥݄ɿ/*$5௒ྟ৔ײϓϩδΣΫτˏ/*$5 ೥ʙݱࡏɿࣗ਎ͷՊݚඅ౳!/*$5 Ի੠ॲཧ೥݄ʙݱࡏɿχϡʔϥϧωοτϫʔΫΛ༻͍ͨԻ੠߹੒ɾԻ੠೾ܗੜ੒!/*$5 झຯɿҿΈձ ೥ʙ೥͸ίϩφͷͨΊօແˠࣗ୐൩ऌঢ়ଶˠ೥෮׆ ɼδϣΪϯά ঺հϖʔδ /*$5ݚڀ৬ɾݚڀٕज़৬࠾༻αΠτɿIUUQTXXXOJDUHPKQFNQMPZNFOUSFTFBSDIFSPLBNPUPUBLVNBIUNM ೔ຊԻڹֶձࢽΩϟϦΞύεখಛूʮೋీΛ௥͏΋ͷԿీΛಘΔ ʯɿIUUQTEPJPSHKBTK@ ଍ͷΘΒ͡ݚڀੜ׆೥ˠ೥͔Βͭͷ੒Ռ͕༥߹
  25. εϐʔΧ͕ͭͷ৔߹ Ͳ͕ͬͪૣ͘ಧ͘  Ԡ༻ɿಉ じ ࣌ؒ で ಧ͘ʹ͸ ど ͏͢Ε͹͍͍͔

     Ͳ͔ͬͪΒͷํ͕Ի͕େ͖͍  Ԡ༻ɿಉ じ ԻྔͰಧ͘ʹ͸Ͳ͏͢Ε͹͍͍͔  ϚΠΫϩϗϯ͕ͭͷ৔߹ Ͳͬͪʹૣ͘ಧ͘  Ԡ༻ɿಉ じ ࣌ؒ で ࿥Ի͢Δʹ͸ ど ͏͢Ε͹͍͍͔  Ͳͬͪͷํ͕Ի͕େ͖͘࿥ΕΔ  Ԡ༻ɿಉ じ ԻྔͰ࿥Իʹ͸Ͳ͏͢Ε͹͍͍͔  ϚΠΫϩϗϯɾεϐʔΧΞϨΠΛ༻͍ͨԻۭؒॲཧʹؔ͢Δݚڀ ऩ࿥ɿ ど ͷϚΠΫΛ ど Ε ぐ Β͍ͷԻྔ で ɼ ど Ε だ ͚஗ΕͯԻΛऔΔ͔Λ෺ཧ਺ֶ౳ʹΑͬͯٻΊΔ ࠶ੜɾ੍ޚɿ ど ͷε ピ ʔΧΛ ど Ε ぐ Β͍ͷԻྔ で ɼ ど Ε だ ͚஗ΕͯԻΛग़͔͢Λ෺ཧ਺ֶ౳ʹΑͬͯٻΊΔ Իͷ఻ൖͱϚΠΫϩϗϯͱεϐʔΧͷؔ܎ 
  26.  4QBUJBM'PVSJFSUSBOTGPSNCBTFETPVOE fi FMEDPOUSPM Ϛϧνεϙοτ࠶ੜɾۙ๣ΤϦΞ࠶ੜɾऩ࿥ Ի৔ऩ࿥ɾ࠶ੜ z = 0 [m]

    [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 [dB] z = 0 [m] X axis [m] -1 0 1 Y axis [m] -1.5 -1 -0.5 0 0.5 1 1.5 -40 -30 -20 -10 0 Y axis [m] X axis [m] z = 0 [m] [dB] −2 −1 0 1 2 −2 −1.5 −1 −0.5 0 0.5 1 1.5 2 −40 −35 −30 −25 −20 −15 −10 −5 0 z = 0 [m] [dB] -1 0 1 2 3 4 y [m] -2 -1 0 1 2 x [m] -40 -35 -30 -25 -20 -15 -10 -5 0 *$"441 +"4" *$"441 +*).41 8"41"" +*).41 *8"&/$ 8"41"" *$"441 Quiet zone Listening zone rq rq rb r1 r2 ro ri *$"441 Reproduced sound field and reproduction error Sound field represented by angular spectrum coefficients Sound field recorded by linear receiver (Spatial Fourier transform) 2.5D HOA for circular secondary sources (J. Ahrens et al. 2008.) Analytical driving function of 2.5D synthesis Analytical approaches to sound field recording and reproduction Analytical conversion of sound field representation Analytical driving function of 2.5D synthesis for circular secondary sources Sound field recorded by linear microphone arrays can be reproduced by circular loudspeaker arrays 2.5D higher-order Ambisonics for a sound field described by angular spectrum coefficients Takuma OKAMOTO, National Institute of Information and Communication Technology, Japan 1. Introduction 2. Analytical conversion of sound field representation 3. Proposed formulation 4. Computer simulations Reproduction error Sound field Lmic = Lsp = 64 ch, x = 0.05 m, r0 = 2.0 m, xs = [1, 5, 0]T ˜ P( k, !) = ˜ P(kx, !) = Z 1 1 P(x, 0, !)ejkxxdx = Z 1 1 P(x, 0, !)ejk cos( k)xdx ˚ D2.5D,m(r0, !) = ( j)|m| 1 ⇡r0h(2) |m| (kr0) Z ⇡ 0 ˜ P( k, !) sin( k)e jm k d k ˚ D2.5D,m(r = 0, r0, !) = 1 2⇡r0 · ˇ Pm |m| (!) jkh(2) |m| (kr0)Y m |m| (⇡/2, 0)⇤ ˇ Pm |m| (rs, !) = jkh(2) |m| (krs)Y m |m| (✓s, s)⇤ ˇ Pm |m| ( k, !) = 4⇡( j)|m|Y m |m| (⇡/2, k)⇤ Plane wave : Point source : Z k p Higher order Ambisonics (HOA) Recording stage Reproduction stage Spectrum division method (SDM) Angular spectrum Spherical harmonics expansion Flexible sound field recording and reproduction J. Ahrens et al. 2012. WFS for SHE Proposed approach Integrated with from to k = 0 ⇡ (k/2⇡) ˜ P( k, !) sin( k) *$"441 (a) (c) (d) (b) ˇ Sm n Data-based synthesis Model-based synthesis ˜ Sm(kx) ˜ S(R, , kx) D(x0) R y0 x x x y y y z z z Appropriate rotation ˜ S(ysyn, 0, kx) ysyn 8"41"" "QQM4DJ A0 0 <latexit sha1_base64="CUyDfxkb64cXealgKbz2yhD2QHo=">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</latexit> <latexit sha1_base64="CUyDfxkb64cXealgKbz2yhD2QHo=">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</latexit> <latexit sha1_base64="CUyDfxkb64cXealgKbz2yhD2QHo=">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</latexit> <latexit sha1_base64="CUyDfxkb64cXealgKbz2yhD2QHo=">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</latexit> A 1 1 <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">AAACbXichVHLSgMxFD0dX7U+WhVBUEQsPjaWjAiKK8WNS1+txaplZowaOp0ZZtKCDv0B14ILUVAQET/DjT/gop8gLlwouHHh7XRAVNQbkpyc3HNzkuiOKTzJWDWiNDQ2NbdEW2Nt7R2d8URXd8azS67B04Zt2m5W1zxuCounpZAmzzou14q6ydf1wkJtf73MXU/Y1po8cPhWUduzxK4wNEnUxnzeVyvb/oRaySeSLMWCGPoJ1BAkEcaSnbjGJnZgw0AJRXBYkIRNaPCo5aCCwSFuCz5xLiER7HNUECNtibI4ZWjEFmjco1UuZC1a12p6gdqgU0zqLimHMMIe2A17Yffslj2y919r+UGNmpcDmvW6ljv5+FHf6tu/qiLNEvufqj89S+xiJvAqyLsTMLVbGHV9+fDkZXV2ZcQfZZfsifxfsCq7oxtY5VfjapmvnCJGH6B+f+6fIDOZUgkvTyXnZsKviKIfwxin957GHBaxhDSda+EYZziPPCu9yoAyWE9VIqGmB19CGfsAXhWNTQ==</latexit> <latexit sha1_base64="1tqRKu4qqxHI8AQAeehg2wQidig=">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</latexit> <latexit sha1_base64="JGTZvvuK9Agn2lnxvL8ELb5MK8k=">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</latexit> <latexit sha1_base64="JGTZvvuK9Agn2lnxvL8ELb5MK8k=">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</latexit> <latexit sha1_base64="U+muTAsnczf9EYIMYvZgHHT2zS4=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> <latexit sha1_base64="XDkNt+um+XWIGZ+5s3NnvPK1dVA=">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</latexit> A1 1 <latexit sha1_base64="BgSXisrJSXyUcsUf+UrM/wtMYKg=">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</latexit> <latexit sha1_base64="BgSXisrJSXyUcsUf+UrM/wtMYKg=">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</latexit> <latexit sha1_base64="BgSXisrJSXyUcsUf+UrM/wtMYKg=">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</latexit> <latexit sha1_base64="BgSXisrJSXyUcsUf+UrM/wtMYKg=">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</latexit> A 2 2 <latexit sha1_base64="WvKmkgXNprwj1wb38YO2rv8FcbI=">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</latexit> <latexit sha1_base64="WvKmkgXNprwj1wb38YO2rv8FcbI=">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</latexit> <latexit sha1_base64="WvKmkgXNprwj1wb38YO2rv8FcbI=">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</latexit> <latexit sha1_base64="WvKmkgXNprwj1wb38YO2rv8FcbI=">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</latexit> A0 2 <latexit sha1_base64="7Q/NRX+yhIBORvHiNuvSJchEW9I=">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</latexit> <latexit sha1_base64="7Q/NRX+yhIBORvHiNuvSJchEW9I=">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</latexit> <latexit sha1_base64="7Q/NRX+yhIBORvHiNuvSJchEW9I=">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</latexit> <latexit sha1_base64="7Q/NRX+yhIBORvHiNuvSJchEW9I=">AAACbHichVG7SgNBFD1Z3/EVH4UgQjAYrOSuCIpVxMbSV2LER9hdJ3FxX+xuAnHJD9haWKiFgoj4GTb+gIWfIIJNBBsLbzYLoqLeYWbOnLnnzpkZ1TF0zyd6jEktrW3tHZ1d8e6e3r7+xMBgzrPLriaymm3Ybl5VPGHolsj6um+IvOMKxVQNsaEeLDb2NyrC9XTbWverjtgxlZKlF3VN8ZnaXCgE07XdgGqFRIqmKIzkTyBHIIUolu3ENbaxBxsayjAhYMFnbECBx20LMggOczsImHMZ6eG+QA1x1pY5S3CGwuwBjyVebUWsxetGTS9Ua3yKwd1lZRIT9EA3VKd7uqUnev+1VhDWaHip8qw2tcIp9B+NrL39qzJ59rH/qfrTs48i5kKvOnt3QqZxC62prxye1NfmVyeCNF3SM/u/oEe64xtYlVftakWsniLOHyB/f+6fIDc9JTNemUll5qKv6MQoxjHJ7z2LDJawjCyfa+IYZziPvUjD0qg01kyVYpFmCF9CSn8A256NFg==</latexit> A2 2 <latexit sha1_base64="W0naRQKIBqKvGyri+cAx5wZgSPw=">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</latexit> <latexit sha1_base64="W0naRQKIBqKvGyri+cAx5wZgSPw=">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</latexit> <latexit sha1_base64="W0naRQKIBqKvGyri+cAx5wZgSPw=">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</latexit> <latexit sha1_base64="W0naRQKIBqKvGyri+cAx5wZgSPw=">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</latexit> A 3 3 <latexit sha1_base64="FuZNXb/bz1+3uy97jpTDtNwSmms=">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</latexit> <latexit sha1_base64="FuZNXb/bz1+3uy97jpTDtNwSmms=">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</latexit> <latexit sha1_base64="FuZNXb/bz1+3uy97jpTDtNwSmms=">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</latexit> <latexit sha1_base64="FuZNXb/bz1+3uy97jpTDtNwSmms=">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</latexit> A 1 3 <latexit sha1_base64="unlexERoBe2P87mQ10zBgBqy+c8=">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</latexit> <latexit sha1_base64="unlexERoBe2P87mQ10zBgBqy+c8=">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</latexit> <latexit sha1_base64="unlexERoBe2P87mQ10zBgBqy+c8=">AAACbXichVHLSsNAFD2Nr1ofrYogKFIsPjaWiQoWVxU3Llu1VXyVJE5raJqEJC3U0B9wLbgQBQUR8TPc+AMu+gniwkUFNy68TQOiot5hZs6cuefOmRnZ1FTbYaweENraOzq7gt2hnt6+/nBkYDBrG2VL4RnF0AxrS5Zsrqk6zziqo/Et0+JSSdb4plxcae5vVrhlq4a+4VRNvleSCrqaVxXJIWp7OefO1/bdWbGWi8RYnHkR/QlEH8TgR8qI3GAXBzCgoIwSOHQ4hDVIsKntQASDSdweXOIsQqq3z1FDiLRlyuKUIRFbpLFAqx2f1WndrGl7aoVO0ahbpIxikj2yW9ZgD+yOPbH3X2u5Xo2mlyrNckvLzVz4eGT97V9ViWYHh5+qPz07yCPheVXJu+kxzVsoLX3l6LSxvrQ26U6xK/ZM/i9Znd3TDfTKq3Kd5mtnCNEHiN+f+yfIzsVFwumFWDLhf0UQo5jADL33IpJYRQoZOlfHCc5xEXgRhoUxYbyVKgR8zRC+hDD9AWIhjU8=</latexit> <latexit sha1_base64="unlexERoBe2P87mQ10zBgBqy+c8=">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</latexit> A1 3 <latexit sha1_base64="1vGpFIfX9A4MTeFVmBFfG0wdm2c=">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</latexit> <latexit sha1_base64="1vGpFIfX9A4MTeFVmBFfG0wdm2c=">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</latexit> <latexit sha1_base64="1vGpFIfX9A4MTeFVmBFfG0wdm2c=">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</latexit> <latexit sha1_base64="1vGpFIfX9A4MTeFVmBFfG0wdm2c=">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</latexit> A3 3 <latexit sha1_base64="NGn4v2uA5eRjD94ptArJgewKBIM=">AAACbHichVHLSgMxFD0d3/XR+lgIRRCL4koyKiiuKm5carVaqVpmxrQG58VMWtChP+DWhQt1oSAifoYbf8CFnyCCGwU3LrydDoiKekOSk5N7bk4S3TWFLxl7iClNzS2tbe0d8c6u7p5EsrdvzXcqnsFzhmM6Xl7XfG4Km+ekkCbPux7XLN3k6/reQn1/vco9Xzj2qtx3+ZallW1REoYmidqYLwZTtW3qxWSaTbAwhn8CNQJpRLHkJK+wiR04MFCBBQ4bkrAJDT61AlQwuMRtISDOIyTCfY4a4qStUBanDI3YPRrLtCpErE3rek0/VBt0ikndI+UwRtk9u2Yv7I7dsEf2/mutIKxR97JPs97QcreYOBxceftXZdEssfup+tOzRAmzoVdB3t2Qqd/CaOirB8cvK3PZ0WCMXbAn8n/OHtgt3cCuvhqXyzx7gjh9gPr9uX+CtckJlfDydDozG31FO1IYwTi99wwyWMQScnSuhSOc4iz2rAwoKWWokarEIk0/voQy9gHjpo0a</latexit> <latexit sha1_base64="NGn4v2uA5eRjD94ptArJgewKBIM=">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</latexit> <latexit sha1_base64="NGn4v2uA5eRjD94ptArJgewKBIM=">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</latexit> <latexit sha1_base64="NGn4v2uA5eRjD94ptArJgewKBIM=">AAACbHichVHLSgMxFD0d3/XR+lgIRRCL4koyKiiuKm5carVaqVpmxrQG58VMWtChP+DWhQt1oSAifoYbf8CFnyCCGwU3LrydDoiKekOSk5N7bk4S3TWFLxl7iClNzS2tbe0d8c6u7p5EsrdvzXcqnsFzhmM6Xl7XfG4Km+ekkCbPux7XLN3k6/reQn1/vco9Xzj2qtx3+ZallW1REoYmidqYLwZTtW3qxWSaTbAwhn8CNQJpRLHkJK+wiR04MFCBBQ4bkrAJDT61AlQwuMRtISDOIyTCfY4a4qStUBanDI3YPRrLtCpErE3rek0/VBt0ikndI+UwRtk9u2Yv7I7dsEf2/mutIKxR97JPs97QcreYOBxceftXZdEssfup+tOzRAmzoVdB3t2Qqd/CaOirB8cvK3PZ0WCMXbAn8n/OHtgt3cCuvhqXyzx7gjh9gPr9uX+CtckJlfDydDozG31FO1IYwTi99wwyWMQScnSuhSOc4iz2rAwoKWWokarEIk0/voQy9gHjpo0a</latexit> ··· <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> ··· <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">AAACaXichVHLSsNAFD2Nr1ofbXUjuimGiqsyFcHiquDGZX20FtpSknRaY9MkJNNCLf6AK3eirhRExM9w4w+48BPEpYIbF96kAdGi3mFmzpy5586ZGdU2dFcw9hSShoZHRsfC45GJyanpaCw+U3CttqPxvGYZllNUFZcbusnzQhcGL9oOV1qqwffU5oa3v9fhjqtb5q7o2rzSUhqmXtc1RRBVKGs1S7jVmMxSzI/EIEgHQEYQOSt2gzJqsKChjRY4TAjCBhS41EpIg8EmroIecQ4h3d/nOEKEtG3K4pShENuksUGrUsCatPZqur5ao1MM6g4pE0iyR3bLXtkDu2PP7OPXWj2/huelS7Pa13K7Gj2e23n/V9WiWWD/S/WnZ4E6Mr5XnbzbPuPdQuvrO4enrzvr28neErtiL+T/kj2xe7qB2XnTrrf49gUi9AHpn889CAorqTThrVU5mwm+IowFLGKZ3nsNWWwihzyde4ATnOE89CLFpTlpvp8qhQLNLL6FJH8CtmGMIQ==</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> (a) recording S(r, ⇡/2, ) <latexit sha1_base64="ZBaPq56in3VJal6g+UtGvaq7eXU=">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</latexit> <latexit sha1_base64="ZBaPq56in3VJal6g+UtGvaq7eXU=">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</latexit> <latexit sha1_base64="ZBaPq56in3VJal6g+UtGvaq7eXU=">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</latexit> <latexit sha1_base64="ZBaPq56in3VJal6g+UtGvaq7eXU=">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</latexit> (c) 2.5D synthesis with D(r0) <latexit sha1_base64="4+PPGmsftDSr+89kP3iDJgP1RIA=">AAACvXichVHLbtNAFL11eZTwaCgbJDYWaVG6icZVEYgNleiCZR+kjRRHkT25TUYdz1ieSdJg+Qf4ARasQEII8Q9s2PADLLrvpqrKpkhsWHDtWEJQAdfyzLln7rlzZiaMpTCWscMZZ/bCxUuX565Url67fmO+enNhx+hhwrHJtdRJKwwMSqGwaYWV2IoTDKJQ4m64/yRf3x1hYoRWz+wkxk4U9JXYEzywRHWrLV/hmOsoClQv9UORtb1O6kehPqBMy14U2IG7WPMWs6ziWzywaZ0vuyuN++uumSg7QCOMOxZUlK3X8wZuknVTli13qzXWYEW454FXghqUsaGr78CHHmjgMIQIEBRYwhICMPS1wQMGMXEdSIlLCIliHSGDCmmHVIVUERC7T2OfsnbJKsrznqZQc9pF0p+Q0oUl9oW9Z2fsM/vAjtmPv/ZKix65lwnN4VSLcXf+xe3t7/9VRTRbGPxS/dOzhT14WHgV5D0umPwUfKofPX95tv1oaym9x96wE/L/mh2yT3QCNfrG327i1iuo0AN4f173ebCz0vAIb67W1lbLp5iDO3AX6nTfD2ANnsIGNGnfj3AEp/DVeeygIx01LXVmSs0t+C2c8U/19Kuf</latexit> <latexit sha1_base64="4+PPGmsftDSr+89kP3iDJgP1RIA=">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</latexit> <latexit sha1_base64="4+PPGmsftDSr+89kP3iDJgP1RIA=">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</latexit> <latexit sha1_base64="4+PPGmsftDSr+89kP3iDJgP1RIA=">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</latexit> Estimation <latexit sha1_base64="XRMgqSyauROpNi/jKmh6GVf/8Ng=">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</latexit> <latexit sha1_base64="XRMgqSyauROpNi/jKmh6GVf/8Ng=">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</latexit> <latexit sha1_base64="XRMgqSyauROpNi/jKmh6GVf/8Ng=">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</latexit> <latexit sha1_base64="XRMgqSyauROpNi/jKmh6GVf/8Ng=">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</latexit> Conversion <latexit sha1_base64="yYp/+GkKYo3nz1Nx7f3u1anTDCI=">AAACbXichVHLSsNAFD2Nr1ofrYogKFIsVVdlWgTFVaEbl33YB9ZSkjitoWkSkrRQiz/gWnAhCgoi4me48Qdc9BPEhYsKblx4mwZEi3pDZs6ce8+dMzOSoSqWzVjHIwwNj4yOecd9E5NT0/7AzGzO0humzLOyrupmQRItrioaz9qKrfKCYXKxLqk8L9USvXy+yU1L0bVdu2XwUl2sakpFkUWbqL2ErrnZciDEIsyJ4CCIuiAEN5J64Bb7OIAOGQ3UwaHBJqxChEVfEVEwGMSV0CbOJKQ4eY5j+EjboCpOFSKxNRqrtCq6rEbrXk/LUcu0i0q/ScogwuyJ3bEue2T37Jl9/Nqr7fToeWnRLPW13Cj7TxYy7/+q6jTbOPxS/enZRgVbjleFvBsO0zuF3Nc3j866me10uL3KrtkL+b9iHfZAJ9Cab/JNiqfP4aMHiP687kGQi0WihFOxUHzDfQovFrGCdbrvTcSxgySytK+GU1zg0vMqzAtLwnK/VPC4mjl8C2HtE7CbjfA=</latexit> <latexit sha1_base64="yYp/+GkKYo3nz1Nx7f3u1anTDCI=">AAACbXichVHLSsNAFD2Nr1ofrYogKFIsVVdlWgTFVaEbl33YB9ZSkjitoWkSkrRQiz/gWnAhCgoi4me48Qdc9BPEhYsKblx4mwZEi3pDZs6ce8+dMzOSoSqWzVjHIwwNj4yOecd9E5NT0/7AzGzO0humzLOyrupmQRItrioaz9qKrfKCYXKxLqk8L9USvXy+yU1L0bVdu2XwUl2sakpFkUWbqL2ErrnZciDEIsyJ4CCIuiAEN5J64Bb7OIAOGQ3UwaHBJqxChEVfEVEwGMSV0CbOJKQ4eY5j+EjboCpOFSKxNRqrtCq6rEbrXk/LUcu0i0q/ScogwuyJ3bEue2T37Jl9/Nqr7fToeWnRLPW13Cj7TxYy7/+q6jTbOPxS/enZRgVbjleFvBsO0zuF3Nc3j866me10uL3KrtkL+b9iHfZAJ9Cab/JNiqfP4aMHiP687kGQi0WihFOxUHzDfQovFrGCdbrvTcSxgySytK+GU1zg0vMqzAtLwnK/VPC4mjl8C2HtE7CbjfA=</latexit> <latexit sha1_base64="yYp/+GkKYo3nz1Nx7f3u1anTDCI=">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</latexit> <latexit sha1_base64="yYp/+GkKYo3nz1Nx7f3u1anTDCI=">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</latexit> (b) Am n for n + |m| even <latexit sha1_base64="3wCrKPPcLV8nxOww8K9HkXTWpZQ=">AAACwXichVHLbtQwFD0NrzI8OoUNEpuIaVERUuVUlai6KuqGZR9MW2kyjJKMp7Ua21Himba4/gF+gAUrkBBC/AVs+AEW/QMQq7ZIbFhwJxMJQQXcKPa5x/dcH9txlorCMHY05p07f+HipfHLtStXr12fqE/e2Ch0P094M9GpzrfiqOCpULxphEn5VpbzSMYp34x3l4frmwOeF0Krx+Yg420ZbSvRE0lkiOrUw1DxvURLGamuDWPhWkHbhjLW+5TptCsjs+NPNYIp52qh4fvGzsT3fPewY5V7YqUbcX5P575T9w/lYUXwAVeuU2+wWVaGfxYEFWigihVdf4MQXWgk6EOCQ8EQThGhoK+FAAwZcW1Y4nJColzncKiRtk9VnCoiYndp3KasVbGK8mHPolQntEtKf05KH9PsE3vLTtlH9o59YT/+2suWPYZeDmiOR1qedSae3Vr//l+VpNlg55fqn54NelgovQrynpXM8BTJSD94+vx0fXFt2t5lr9hX8v+SHbEPdAI1+Ja8XuVrL1CjBwj+vO6zYGNuNiC8Ot9Ymq+eYhy3cQczdN8PsIRHWEGT9n2PzzjGibfsCS/z8lGpN1ZpbuK38OxPgsavaA==</latexit> <latexit sha1_base64="3wCrKPPcLV8nxOww8K9HkXTWpZQ=">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</latexit> <latexit sha1_base64="3wCrKPPcLV8nxOww8K9HkXTWpZQ=">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</latexit> <latexit sha1_base64="3wCrKPPcLV8nxOww8K9HkXTWpZQ=">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</latexit> ··· <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> ··· <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> · · · <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">AAACaXichVHLSsNAFD2Nr1ofbXUjuimGiqsyFcHiquDGZX20FtpSknRaY9MkJNNCLf6AK3eirhRExM9w4w+48BPEpYIbF96kAdGi3mFmzpy5586ZGdU2dFcw9hSShoZHRsfC45GJyanpaCw+U3CttqPxvGYZllNUFZcbusnzQhcGL9oOV1qqwffU5oa3v9fhjqtb5q7o2rzSUhqmXtc1RRBVKGs1S7jVmMxSzI/EIEgHQEYQOSt2gzJqsKChjRY4TAjCBhS41EpIg8EmroIecQ4h3d/nOEKEtG3K4pShENuksUGrUsCatPZqur5ao1MM6g4pE0iyR3bLXtkDu2PP7OPXWj2/huelS7Pa13K7Gj2e23n/V9WiWWD/S/WnZ4E6Mr5XnbzbPuPdQuvrO4enrzvr28neErtiL+T/kj2xe7qB2XnTrrf49gUi9AHpn889CAorqTThrVU5mwm+IowFLGKZ3nsNWWwihzyde4ATnOE89CLFpTlpvp8qhQLNLL6FJH8CtmGMIQ==</latexit> <latexit sha1_base64="LkI1ID8vpBUegAiZ3D3P4NOAYks=">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</latexit> ˇ A0 0 <latexit sha1_base64="pn4NCGzU2DCU9ftxCMc8j6IwzBQ=">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</latexit> <latexit sha1_base64="pn4NCGzU2DCU9ftxCMc8j6IwzBQ=">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</latexit> <latexit sha1_base64="pn4NCGzU2DCU9ftxCMc8j6IwzBQ=">AAACdnichVHLSsNAFD2N7/qquhEEEUvVldyKoLhS3LjU1qqgtSTjtIamSUjSiob+gD/gQlwoaBE/w40/4KKfIC4VdOHC2zQgWtQ7zMyZM/fcOTOj2YbuekT1iNLW3tHZ1d0T7e3rHxiMDQ1vuVbZETIjLMNydjTVlYZuyoyne4bcsR2pljRDbmvF1cb+dkU6rm6Zm96xLbMltWDqeV2oHlO52NCeOJSi6K9Ucz5V97nnYnGapSAmWkEyBHGEsW7FatjDASwIlFGChAmPsQEVLrddJEGwmcvCZ85hpAf7ElVEWVvmLMkZKrNFHgu82g1Zk9eNmm6gFnyKwd1h5QQS9Ei39EIPdEdP9PFrLT+o0fByzLPW1Eo7N3g6mn77V1Xi2cPhl+pPzx7yWAy86uzdDpjGLURTXzk5e0kvpRL+FF3RM/u/pDrd8w3Myqu43pCpc0T5A5I/n7sVbM3NJhlvzMeXF8Ov6MYYJjHD772AZaxhHRk+9wgXuEEt8q6MKwllupmqRELNCL6FQp9XXJDn</latexit> <latexit sha1_base64="pn4NCGzU2DCU9ftxCMc8j6IwzBQ=">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</latexit> ˇ A 1 1 <latexit sha1_base64="I5QyoAPu7bOapQKRXahXXhVYKPU=">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</latexit> <latexit sha1_base64="I5QyoAPu7bOapQKRXahXXhVYKPU=">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</latexit> <latexit sha1_base64="I5QyoAPu7bOapQKRXahXXhVYKPU=">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</latexit> <latexit sha1_base64="I5QyoAPu7bOapQKRXahXXhVYKPU=">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</latexit> ˇ A1 1 <latexit sha1_base64="c0DCqb689dc2c/WoWT4IGKJmoV8=">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</latexit> <latexit sha1_base64="c0DCqb689dc2c/WoWT4IGKJmoV8=">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</latexit> <latexit sha1_base64="c0DCqb689dc2c/WoWT4IGKJmoV8=">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</latexit> <latexit sha1_base64="c0DCqb689dc2c/WoWT4IGKJmoV8=">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</latexit> ˇ A0 2 <latexit sha1_base64="P0PUhEf0luYkobR96vrqgXlHp5g=">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</latexit> <latexit sha1_base64="P0PUhEf0luYkobR96vrqgXlHp5g=">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</latexit> <latexit sha1_base64="P0PUhEf0luYkobR96vrqgXlHp5g=">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</latexit> <latexit sha1_base64="P0PUhEf0luYkobR96vrqgXlHp5g=">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</latexit> ˇ A 2 2 <latexit sha1_base64="2y1ZOspKeYoTDRJspGx4A3Dtsa0=">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</latexit> <latexit sha1_base64="2y1ZOspKeYoTDRJspGx4A3Dtsa0=">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</latexit> <latexit sha1_base64="2y1ZOspKeYoTDRJspGx4A3Dtsa0=">AAACd3ichVHLSsNAFD2N7/qqdSO4UCwtbiyTIiiuKm5c1taqoLUk41hD0yQkabGG/oA/4EIQFKSKn+HGH3DRTxCXCiK48DYNiBb1DjNz5sw9d87MqJauOS5jrZDU09vXPzA4FB4eGR0bj0xEtxyzanOR56Zu2juq4ghdM0Te1Vxd7Fi2UCqqLrbV8lp7f7smbEczjU23bolCRSkZ2qHGFZeoYiS6x48EL3urjaKXaux7C6lGMRJjSebHbDeQAxBDEBkz0sQeDmCCo4oKBAy4hHUocKjtQgaDRVwBHnE2Ic3fF2ggTNoqZQnKUIgt01ii1W7AGrRu13R8NadTdOo2KWcRZ4/slr2wB3bHntjHr7U8v0bbS51mtaMVVnH8dCr39q+qQrOLoy/Vn55dHGLZ96qRd8tn2rfgHX3t5Owlt5KNewl2xZ7J/yVrsXu6gVF75dcbInuOMH2A/PO5u8FWKikT3liMpZeDrxjENOYwT++9hDTWkUGezj3GBZq4Cb1LM1JCmu+kSqFAM4lvIcmf5VaRIg==</latexit> <latexit sha1_base64="2y1ZOspKeYoTDRJspGx4A3Dtsa0=">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</latexit> ˇ A2 2 <latexit sha1_base64="xyceMv89pu0DoDNoxhxrgUmImtw=">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</latexit> <latexit sha1_base64="xyceMv89pu0DoDNoxhxrgUmImtw=">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</latexit> <latexit sha1_base64="xyceMv89pu0DoDNoxhxrgUmImtw=">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</latexit> <latexit sha1_base64="xyceMv89pu0DoDNoxhxrgUmImtw=">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</latexit> ˇ A 3 3 <latexit sha1_base64="sfZdRFWqXqqMjp+l38ZaLu4IO3w=">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</latexit> <latexit sha1_base64="sfZdRFWqXqqMjp+l38ZaLu4IO3w=">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</latexit> <latexit sha1_base64="sfZdRFWqXqqMjp+l38ZaLu4IO3w=">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</latexit> <latexit sha1_base64="sfZdRFWqXqqMjp+l38ZaLu4IO3w=">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</latexit> ˇ A 1 3 <latexit sha1_base64="trZvYH9av1a+AdfpQZqsYK1qSz4=">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</latexit> <latexit sha1_base64="trZvYH9av1a+AdfpQZqsYK1qSz4=">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</latexit> <latexit sha1_base64="trZvYH9av1a+AdfpQZqsYK1qSz4=">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</latexit> <latexit sha1_base64="trZvYH9av1a+AdfpQZqsYK1qSz4=">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</latexit> ˇ A1 3 <latexit sha1_base64="QKmNStjh4HAAHLIT86FfC2UUe/k=">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</latexit> <latexit sha1_base64="QKmNStjh4HAAHLIT86FfC2UUe/k=">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</latexit> <latexit sha1_base64="QKmNStjh4HAAHLIT86FfC2UUe/k=">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</latexit> <latexit sha1_base64="QKmNStjh4HAAHLIT86FfC2UUe/k=">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</latexit> ˇ A3 3 <latexit sha1_base64="0iPveyve4OzrPppm6DdbHgQzvi8=">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</latexit> <latexit sha1_base64="0iPveyve4OzrPppm6DdbHgQzvi8=">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</latexit> <latexit sha1_base64="0iPveyve4OzrPppm6DdbHgQzvi8=">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</latexit> <latexit sha1_base64="0iPveyve4OzrPppm6DdbHgQzvi8=">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</latexit> *$"441 8"41"" <latexit sha1_base64="YKINIaXgJWwsO/utUoQRA25nyok=">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</latexit> Zone 1 <latexit sha1_base64="BDQcuk095bIzAvIuFbZQR94oCww=">AAACcHichVFNLwNBGH66vuuruDRxUBoiDs1sI4iTxMWxLdVG28juGmzsl91pg40/4A84uKhERPwMF3/AwU8QNyQuDt7dbiII3snMPPPM+7zzzIzqGLonGHuISW3tHZ1d3T3x3r7+gcHE0PC6Z9ddjRc127Ddsqp43NAtXhS6MHjZcbliqgYvqXvLwX6pwV1Pt601cejwmqnsWPq2rimCqFpV8APhb9gWTx3nNxNplmFhpH4COQJpRJGzE1eoYgs2NNRhgsOCIGxAgUetAhkMDnE1+MS5hPRwn+MYcdLWKYtThkLsHo07tKpErEXroKYXqjU6xaDukjKFSXbPrtkLu2M37JG9/1rLD2sEXg5pVlta7mwOniRX3/5VmTQL7H6q/vQssI2F0KtO3p2QCW6htfSNo9OX1cXCpD/FLtgT+W+yB3ZLN7Aar9plnhfOEKcPkL8/90+wns3Ic5lsfja9lI2+ohujmMA0vfc8lrCCHIp07j5OcY5m7FlKSmPSeCtVikWaEXwJaeYDMdyPFQ==</latexit> Zone Q <latexit sha1_base64="EBLDdoKlDh2mgBn1XuyWobgnKnA=">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</latexit> Zone q <latexit sha1_base64="tTaOHeeIUBO/tb8yoU9wi6pdx90=">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</latexit> R <latexit sha1_base64="YHzWqcuZOxs1ENpMpbK5O77InDU=">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</latexit> ri <latexit sha1_base64="IOKaDbSz36CI9XnqI1Q49P9zGZs=">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</latexit> re <latexit sha1_base64="eB3ED7x+wvZmfbFTHa6tV28iddE=">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</latexit> Cylindrical <latexit sha1_base64="UfxNXJCLQYmpUqyLXjfKQpgTS9g=">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</latexit> ba✏e <latexit sha1_base64="jbvLfRNejVRo6h1J2kuPPawKZwc=">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</latexit> Global <latexit sha1_base64="xY4EfUF+ki6JDpxHhufQcYrETgo=">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</latexit> region of interest <latexit sha1_base64="vKF6xXSpPaEvokoE8FWKYQc+GdY=">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</latexit> Rl <latexit sha1_base64="4Dyi8hfBeATTsUj8rZHzcqFfm9w=">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</latexit> Rq <latexit sha1_base64="vKF6xXSpPaEvokoE8FWKYQc+GdY=">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</latexit> Rl <latexit sha1_base64="vKF6xXSpPaEvokoE8FWKYQc+GdY=">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</latexit> Rl <latexit sha1_base64="T1Y7Oc5TScHPEBYoSqQLnV2sDMM=">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</latexit> Interior Ambisonics <latexit sha1_base64="RBbvDr1eV60H5EkJzP33VJ153rI=">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</latexit> Exterior Ambisonics
  27. εϐʔΧΞϨΠΛ༻͍ͨہॴ࠶ੜɾϚϧνεϙοτ࠶ੜɾϚϧνԻ৔੍ޚ B ہॴ࠶ੜɿԻѹͷΈΛ੍ޚ ͋ΔྖҬʹͷΈ͋ΔಛఆͷԻ͕ฉ͑͜ ଞͷ৔ॴͰ͸ฉ͑͜ͳ͍ C Ϛϧνεϙοτ࠶ੜɿԻѹͷΈΛ੍ޚɼ B ͷॏͶ߹Θͤ ͦΕͧΕͷྖҬʹͦΕͧΕผͷԻ͕ฉ͑͜Δ

    ʮγεςϜσβΠϯʯͱͯ͠ͷղऍ  .VMUJQMFTPVOETQPUTZOUIFTJTUFDIOPMPHZ Bright zone (Listening area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Dark zone (Quiet area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> B ہॴ࠶ੜ ͜Μʹͪ͸ )FMMP 㟬޷ Japanese area <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> English area <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Chinese area <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> C Ϛϧνεϙοτ࠶ੜ ಧ͚͍ͨਓ͚ͩʹඞཁͳԻΛಧ͚Δٕज़ ݚڀͷϙΠϯτɿ೗ԿʹʮԻ͕ฉ͑͜ͳ͍ྖҬʯΛܗ੒͢Δ͔
  28. ैདྷٕज़ FH+$IPJFUBM +"DPVTU4PD"N  ଟ఺੍ޚʹجͮ͘ํࣜɿ֤εϐʔΧͱ੍ޚ఺ؒͷ఻ୡؔ਺ͷٯߦྻԋࢉʹجͮ͘ ՝୊ ֤εϐʔΧͱ੍ޚ఺ؒͷڑ཭৘ใ͔͠ߟྀ͍ͯ͠ͳ͍ˠҐஔؔ܎Λཅʹߟྀ͍ͯ͠ͳ͍ ٯߦྻԋࢉ͸ඇৗʹෆ҆఺ˠਖ਼ଇԽ͕ඞཁ  -PDBMJ[FETPVOE[POFNFUIPET

    Bright zone (Listening area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Dark zone (Quiet area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> . . . . . . . . . . . . G(!) P (!) <latexit sha1_base64="kAWfSr3XquhFurDMC2T5uoHzihQ=">AAACoHichVFBT9RAGH1URVwEVrmYeNlQMHDZTI2JaDyQeNGTu+ACcbvZTLvDMqHTadrZVWj6B/wDHjxJYozhZ3DhqokHfgLxCAkXDnztNjFK1K/pzPvefO+bNzNeFMjEMHY8Zl27fmP85sStyuTtqemZ6p2764kexL5o+TrQ8abHExHIULSMNIHYjGLBlReIDW/neb6+MRRxInX42uxGoqN4P5Rb0ueGqG71mRuKt75Wioe91PVk1nY6aeoqT7+jVAc9xc12bd525rMsq+QVtUa26Gol+nypW7VZnRVRuwqcEtgoo6GrX+CiBw0fAygIhDCEA3Ak9LXhgCEiroOUuJiQLNYFMlRIO6AqQRWc2B0a+5S1SzakPO+ZFGqfdgnoj0lZwwL7wb6yU3bEDtgJu/hrr7TokXvZpdkbaUXUnXl/b+38vypFs8H2L9U/PRtsYbnwKsl7VDD5KfyRfrj34XTt6epC+oDts5/k/xM7Zod0gnB45n9uitWPqNADOH9e91XQelh/Uneaj+yV5fIlJnAfc1ik636MFbxAAy3adh9H+Ibvlm29tF5ZzVGpNVZqZvFbWG8uAZKqoQM=</latexit> <latexit sha1_base64="kAWfSr3XquhFurDMC2T5uoHzihQ=">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</latexit> <latexit sha1_base64="kAWfSr3XquhFurDMC2T5uoHzihQ=">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</latexit> <latexit sha1_base64="kAWfSr3XquhFurDMC2T5uoHzihQ=">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</latexit> D(!) <latexit sha1_base64="Dngi64xhHlPolZlRH2TrdHw43eg=">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</latexit> <latexit sha1_base64="Dngi64xhHlPolZlRH2TrdHw43eg=">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</latexit> <latexit sha1_base64="Dngi64xhHlPolZlRH2TrdHw43eg=">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</latexit> <latexit sha1_base64="Dngi64xhHlPolZlRH2TrdHw43eg=">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</latexit> Loudspeaker array <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Control points <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Driving function <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Transfer function <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Sound pressures <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit>
  29. ࣮૷ͨ͠νϟωϧ௚ઢΞϨΠΛ༻͍ͨํࣜ ैདྷٕज़Λ্ճΔ੍ޚੑೳΛ࣮ݱ  &YQFSJNFOUBMSFTVMUTPGMJOFBSBSSBZ DS CM LS SFT (rect.) SFT

    (Hann) z = 0 [m] [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 z = 0 [m] [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 z = 0 [m] [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 z = 0 [m] [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 z = 0 [m] [dB] 1.5 2 2.5 y [m] -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 x [m] -30 -25 -20 -15 -10 -5 0 0 1 2 3 4 5 Temporal frequency [kHz] 0 5 10 15 20 25 30 35 40 Bright to dark ratio [dB] DS CM LS SFT (rect.) SFT (Hann) 50LBNPUPFUBM+"DDPTU"N
  30. νϟωϧԁܗΞϨΠΛ༻͍ͨํࣜ ैདྷٕज़Λ্ճΔ੍ޚੑೳΛ࣮ݱ  0 1 2 3 4 5 Temporal

    Frequency [kHz] 0 5 10 15 20 25 BDR [dB] Spatial Nyquist Frequency LS method (open) LS method (baffled) Beamforming (open) Beamforming (baffled) Proposed (open) Proposed (baffled) z = 0 [m] [dB] -1 0 1 X axis [m] -1.5 -1 -0.5 0 0.5 1 1.5 Y axis [m] -40 -30 -20 -10 0 z = 0 [m] [dB] -1 0 1 X axis [m] -1.5 -1 -0.5 0 0.5 1 1.5 Y axis [m] -40 -30 -20 -10 0 z = 0 [m] [dB] -1 0 1 X axis [m] -1.5 -1 -0.5 0 0.5 1 1.5 Y axis [m] -40 -30 -20 -10 0 ଟ఺੍ޚ -4 ϏʔϜϑΥʔϛϯά ఏҊ๏ )[ͷ݁Ռ 4JNVMBUJPOSFTVMUTPGDJSDVMBSBSSBZ 50LBNPUP8"41""
  31. νϟωϧ௚ઢεϐʔΧΞϨΠΛ༻͍ͨϚϧνεϙοτ࠶ੜ 1SFWJPVTJNQMFNFOUFETZTUFN  ͜Μʹͪ͸ )FMMP 㟬޷ Japanese area <latexit sha1_base64="(null)">(null)</latexit>

    <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> English area <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Chinese area <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Bright zone (Listening area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Dark zone (Quiet area) <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> <latexit sha1_base64="(null)">(null)</latexit> Իͷฉ͑͜Δ ΤϦΞ Իͷฉ͑͜ͳ͍ ΤϦΞ ॏͶ߹Θͤ N ࣮༻ԽͷͨΊʹ͸খܕԽ͕ඞਢ ֶձձ৔ͰεϐʔΧΞϨΠͷσϞ͕͍ͨ͠Ի৔੍ޚΛීٴ͍ͨ͠ 50LBNPUP*$"441
  32. νϟωϧখܕԁܗεϐʔΧΞϨΠͷ࣮૷ɿԬຊΒɼԻߨ࿦ɼ೥݄ Ͱ͖Δ͚ͩখ͘͞ˠ௚ܘΘ͔ͣDN DIΞϯϓ 3.&%JHJGBDF64#ಉࠝ ɾέʔϒϧΛؚΊͯग़ுσϞՄೳ λϒϨοτͰϚϧνεϙοτ Ի৔ ΛճసՄೳɿԬຊΒɼԻߨ࿦ɼ೥݄  13.44

    cm 2.5 cm 3.1 cm <latexit sha1_base64="PjnHn/kBdngue+nAIaVXwZWL0Ys=">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</latexit> 13.44 cm DIΞϯϓ ϙʔλϒϧσϞγεςϜͷ࣮૷
  33. νϟωϧখܕԁܗεϐʔΧΞϨΠΛ༻͍ͨݴޠԻ੠Ϛϧνεϙοτ࠶ ੜγεςϜ ຋༁͞Ε֤ͨݴޠͷԻ੠͕ͦΕͧΕҧͬͨ৔ॴͰฉ͑͜ΔԻ੠຋༁ͷ৽ͨͳ6*ͱ࣮ͯ͠૷ ओཁͳϦΞϧσϞల࣮ࣔ੷ ೥݄೔ ౔ ʙ೔ ೔ ɿ࣮ূ࣮ݧˏ೔ຊՊֶະདྷؗ ೥݄ɿ*$"441ˏϩʔυεౡ

    ΪϦγϟ  ೥݄೔ Ր ʙ೔ ۚ ɿ$&"5&$ˏນுϝοη ೥݄೔ ೔ ʙ೔ ਫ ɿ8"41""ˏχϡʔϤʔΫ ΞϝϦΧ  )FMMP χϡʔϥϧݴޠࣝผ  χϡʔϥϧԻ੠ೝࣝ χϡʔϥϧ ػց຋༁ Ϛϧνεϙοτ ࠶ੜϑΟϧλ ଟݴޠ χϡʔϥϧ Ի੠߹੒ )FMMP ͜Μʹͪ͸ 㟬޷ উ֞ೞࣁਃ B DIԁܗεϐʔΧ C ݴޠσϞγεςϜ ೔ຊޠ ӳޠ தࠃޠ ؖࠃޠ DI εϐʔΧ DN ߏஙͨ͠σϞγεςϜ ͭͷ੒Ռ͕༥߹
  34. Ի੠Ϛϧνεϙοτ࠶ੜͷࣾձల։ ݚڀ੒ՌΛੈͷத΁ )1΍ಈըͷ࡞੒ɾެ։  ٕज़঺հ࣮ࢪத 音の聞こえるエリアを制御する次世代のテクノロジー 音声マルチスポット再生技術 国立研究開発法人情報通信研究機構(NICT)が開発した、 音が聞こえる場所と聞こえない場所を自由に作る、音空間制御技術です。 音波は通常、全方向に広がりますが、本技術では多数のスピーカを用いて不要な

    音波を打ち消して聞こえなくすることで、特定のエリアにだけ音を届けることができます。 1つのエリアだけではなく、複数のエリアへ違う音声を出し分けることも可能です。 音声マルチスポット再生技術とは? 音声マルチスポット再生スピーカ どこでも実演デモ スーツケースで持ち運びが できるほどの小型化を実現 しました。 実際に体験したい方は お気軽にご相談ください。 この技術がもたらす「新しい音空間」を共に創り上げてくださる企業様からのご連絡をお待ちしております。 お気軽に下記までお問い合わせください! 岡本 拓磨(おかもと たくま)[email protected] NICT ユニバーサルコミュニケーション研究所 先進的音声翻訳研究開発推進センター(ASTREC) 先進的音声技術研究室 主任研究員 Webページ公開中 ぜひアクセスください https://ast- astrec.nict.go.jp/Multiple SoundSpotSynthesis/ 本技術を応用し、展示会ブースやエンターテインメント施設、自動運転車、 危険エリアなど様々な分野において、「新しい音空間」を創ることが可能です。 私たちが提案する音声マルチスポット再生技術で可能になること ɹɹɹৄ͘͠͸ٕज़঺հ)1ʹͯ IUUQTBTUBTUSFDOJDUHPKQ.VMUJQMF4PVOE4QPU4ZOUIFTJT ͚͍͸Μͳ3%ϑΣΞͰ഑෍ͨ͠νϥγ
  35. ೥݄೔ ౔ ʙ ೔ ˏ೔ຊՊֶະདྷؗ 'δΦɾίεϞε ԁܗΞϨΠ ͓Αͼϊʔϕϧ2 ௚ઢΞϨΠ ΛσϞలࣔ

    IUUQTXXXOJDUHPKQQVCMJDJUZUPQJDTIUNM Ϛϧνεϙοτ࠶ੜͷ࣮ূ࣮ݧ 
  36. ࠃࡍձٞ*$"441ˏϩʔυεౡ ΪϦγϟ ͷ4IPX5FMM%FNP 50LBNPUP ,6FOP 50LBCF ,5BOJ ::PTIJLBUB .4VEP .,VXBIBSB

     BOE,)JLJUB  1PSUBCMFNVMUJMJOHVBMTPVOETQPUTZOUIFTJTTZTUFNXJUIBDPNQBDUDJSDVMBSBSSBZ PGMPVETQFBLFST  *$"4414IPX5FMM%FNP4FTTJPO +VOF ݄ʹԻ੠Ϛϧνεϙοτ࠶ੜσϞ͍ͭʹւ֎σϏϡʔ தౢઌੜ΋͝ൃද  ࠃࡍձٞͰͷσϞలࣔ
  37. ࢼ࡞ػͷ՝୊ Ի࣭͕ѱ͍ )[ҎԼ͸ग़ͳ͍  Իྔ͕খ͍͞ E#  όοϑϧΛ෇͚ͨํ͕Α͍ͷͰ͸ʁ খܕԁܗεϐʔΧͷ՝୊ <latexit

    sha1_base64="PjnHn/kBdngue+nAIaVXwZWL0Ys=">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</latexit> 13.44 cm 
  38. ৽ܕεϐʔΧɿ೥݄຤׬੒ ৽ܕεϐʔΧ΁ͷվྑ ैདྷܕ ɾͱͯ΋খ͍͞ ۭؒφΠΩετप೾਺ɿL)[  ɾ௿Ҭ )[ҎԼ ͕ग़ͳ͍ˠԻ࣭͕՝୊ ɾԻྔ͕খ͍͞

    E# ˠలࣔձ৔౳ͰͷσϞ͕Ͱ͖ͳ͍ ৽ܕ ɾएׯେ͖͍ ۭؒφΠΩετप೾਺ɿL)[  ɾ௿Ҭ )[Ҏ্ ͕ग़ΔˠߴԻ࣭Խ ɾେԻྔԽ E# ˠలࣔձ৔౳ͰͷσϞରԠՄ <latexit sha1_base64="IdPmBurCXRyDw5Ey+qyq0M24MtA=">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</latexit> 25 mm <latexit sha1_base64="1M00/pveEBR7jSORblLG9avKnK4=">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</latexit> 134.4 mm <latexit sha1_base64="3lORwKhTSRY6lGHhdMC1aJ3Pt5Q=">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</latexit> (a) Previous <latexit sha1_base64="kVry3qE5FmxkRBsyJQPLK2TpxOU=">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</latexit> 32 mm <latexit sha1_base64="3mnCzfZuRum8KzhRNQJdPCKAsRk=">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</latexit> 178.6 mm <latexit sha1_base64="P31xv0mGp9rcotdxObgPas9/pIE=">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</latexit> (b) Improved <latexit sha1_base64="IdPmBurCXRyDw5Ey+qyq0M24MtA=">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</latexit> 25 mm <latexit sha1_base64="1M00/pveEBR7jSORblLG9avKnK4=">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</latexit> 134.4 mm <latexit sha1_base64="3lORwKhTSRY6lGHhdMC1aJ3Pt5Q=">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</latexit> (a) Previous <latexit sha1_base64="kVry3qE5FmxkRBsyJQPLK2TpxOU=">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</latexit> 32 mm <latexit sha1_base64="3mnCzfZuRum8KzhRNQJdPCKAsRk=">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</latexit> 178.6 mm <latexit sha1_base64="P31xv0mGp9rcotdxObgPas9/pIE=">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</latexit> (b) Improved 
  39.  ೥݄೔೔ɿ/*$5Φʔϓϯϋ΢ε Ի੠຋༁ಉ࣌௨༁ͱԻ੠Ϛϧνεϙοτ࠶ੜγεςϜͷ༥߹Λలࣔ 概要 AI AI 円形のマルチスポットスピーカーの周りに⾔語が異なる4名のデモンスト レータが座り、それぞれの⾔語で会議を⾏います。発⾔内容は他の3⾔語に 同時通訳されて同時にスピーカーから出⼒されますが、各⾔語の⾳声が混ざ り合うこと無くエリア毎に1つの⾔語が聞こえます。

    ・連続発話を同時通訳することができます ・多⾔語(20⾔語)に対応しています ・各エリア毎に1つの⾔語が聞こえるので、 イヤホンを付けずに多⾔語会議ができます ・講演の多⾔語同時通訳 ・多⾔語会議やビジネス分野での利⽤ ・博物館や美術館での⾔語別ガイダンス ・TV放送や動画への翻訳字幕付与 同時通訳システムの実現を⽬指し、今後以下の研究開 発を進めます。 ・⽂脈処理による⾼精度化 ・要約処理によるリアルタイム性の向上 ・⾳声マルチスポット再⽣の⾼精度化および成果展開 02 特徴 ユースケース 今後の展開 円形マルチスポットスピーカー ⾳声認識 ⾳声合成 マルチスポット スピーカー こんにちは 你好 안녕하세요 マルチスポット処理の有無による違い (上からみた4つの⾳の出⼒イメージ) <システム構成の概要> ⽔平⽅向に90度毎に別々の4種類の⾳ を出すことができます。その際に隣の ⾳を打ち消すことで⾳が混ざらずに各 ⾳をそれぞれの領域でクリアに再⽣す ることができます。 翻訳単位 判定 ⾳声合成 ⾳声合成 ※⽇本語が⼊⼒された場合に稼働するモジュールとデータの流れを表しています。 Hello 多⾔語会議システムのデモンストレーション 〜多⾔語同時通訳技術とマルチスポットスピーカーの活⽤例〜 スピーカー ない時 ある時 総務省「グローバルコミュニケーション計画2025 」より スピーカー 機械翻訳 機械翻訳 機械翻訳
  40. ಉ࣌௨༁γεςϜ Ի੠Ϛϧνεϙοτ࠶ੜ ಉ࣌௨༁ͱͷ༥߹ /*$5খۚҪΦʔϓϯϋ΢ε ೔ຊ࿩ऀ͕ൃ࿩ ӳޠ࿩ऀ தࠃޠ࿩ऀ   

    ༻͍ͨΤϦΞ࠶ੜ   ஞ࣍Ի੠ೝࣝ ˣ ஞ࣍ػց຋༁ ˣ ஞ࣍Ի੠߹੒ ఏҊ๏Λ༻͍ͨΤϦΞ࠶ੜ  $POpEFOUJBM ؖࠃޠ࿩ऀ ϚϧνεϙοτεϐʔΧͰ ֤ݴޠͷ຋༁߹੒Ի੠͕ ֤ݴޠͷ࿩ऀͷΈʹϚϧνεϙοτ࠶ੜ͞ΕΔ উ֞ೞࣁਃ 㟬޷ ؖࠃޠͷΈ͕ฉ͑͜Δ ΤϦΞ தࠃޠͷΈ͕ฉ͑͜Δ ΤϦΞ ӳޠͷΈ͕ ฉ͑͜Δ ΤϦΞ ͜Μʹͪ͸ ೔ຊޠ࿩ऀ )FMMP 
  41. ग़ுɿ೔ຊԻڹֶձˏ໊޻େ σϞൃද σϞ ͚͍͸Μͳ3%ϑΣΞ ಺ཡϓϨε ୅ٳ ௨ৗग़ۈ ͚͍͸Μͳ3%ϑΣΞ *(' ४උ

    ͚͍͸Μͳ3%ϑΣΞ σϞలࣔ σϞలࣔ ΠϯλʔωοτΨόφϯεϑΥʔϥϜ *(' ˏژ౎ࠃࡍձؗ !͚͍͸Μͳϓϥβ σϞలࣔ σϞలࣔ σϞలࣔ σϞలࣔ σϞలࣔ ୅ٳ ࢠڙͷӡಈձ $&"5&$ˏນுϝοη ४උ σϞలࣔ σϞలࣔ σϞలࣔ σϞలࣔ 8"41""ˏ.PIPOL.PVOUBJOIPVTF χϡʔϤʔΫͷࢁԞ σϞൃද ୅ٳ ୅ٳ 
  42. Ի੠Ϛϧνεϙοτ࠶ੜεϐʔΧͷݚڀ։ൃ  DN DN DN ೥ ೥ DN DN +45OFXT೥݄߸ܝࡌ

    Πϊϕݟͯา͖ɿୈճෳ਺ͷΤϦΞʹҟͳΔݴޠΛಧ͚ΔʮԻ੠Ϛϧνεϙοτ࠶ੜʯ࣮༻Խ΁ ೥
  43.  ೥݄େࡕւ༡࣮ؗূ࣮ݧ Ի੠ೝࣝ ͜Μʹͪ͸ ଟݴޠ ػց຋༁ )FMMP 㟬޷ উ֞ೞࣁਃ ଟݴޠ

    Ի੠߹੒ ଟݴޠಉ࣌௨༁ٕज़ ͜Μʹͪ͸ Ի੠ Ϛϧνεϙοτ ࠶ੜ Ի੠Ϛϧνεϙοτ࠶ੜٕज़ ˞೔ຊޠ͸ผ్௨ৗεϐʔΧʹͯ࠶ੜ தࠃޠ ؖࠃޠ ӳޠ
  44. ݚڀΛՃ଎ͤ͞Δެ։࣮૷Ϟσϧ ओʹ1ZUIPO ɾίʔύε (JUIVCʹΑΔιʔείʔυͷެ։ ެ։ίʔύε Ի੠߹੒ ɿ-+4QFFDI ӳޠ ɼ7$5, ӳޠෳ਺࿩ऀ

    ɼ-JCSJ554 ӳޠෳ਺࿩ऀ ɼ+465 ೔ຊޠ ɼ +74 ೔ຊޠෳ਺࿩ऀ ɼʜ &41OFUFOEUPFOETQFFDIQSPDFTTJOHUPPMLJU ܥྻม׵ &OEUPFOE ༻Ի੠ॲཧπʔϧΩοτɿӳޠ͚ͩͲ ओ࠵ऀؚΊ ೔ຊਓ΋ଟ਺ࢀը Ի੠ೝࣝɼԻ੠߹੒ɼԻ੠຋༁ɼԻ੠ڧௐɼ੠࣭ม׵ɼԻ੠ݴޠཧղɼͰಉؔ͡਺͕࢖ΘΕ͍ͯΔˠԠ༻ઌ㱣 Α͘Θ͔Βͳ͍ ࣮૷ͯ͠ΈΑ͏  (PPHMFͷܥྻม׵ 5SBOTGPSNFS ͷ࿦จλΠτϧ l"UUFOUJPOJTBMMZPVOFFEz ˣ ࣮૷JTBMMXFOFFE ཧղ͢Δʹ͸࣮૷͋ΔͷΈମͰཧղ͢Δ ࣗ਎ͷ࣮૷͕ಈ͘ˠೝࣝͰ͖ΔPS߹੒Ͱ͖Δˠײແྔ
  45.  ࣮૷͔ͨ͠Βͦ͜ɾɾɾ Έͳ͞·ʹฉ͍ͯ΋Β͑·ͨ͠ ࣮૷JTBMMXFOFFE <latexit sha1_base64="vBDfZdpurARh14trxuiHdxl8u2g=">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</latexit> Mel-spectrogram <latexit sha1_base64="vH77virhZKTWfm8KwVfm+8tUBjI=">AAACa3ichVG7SgNBFD1Z3/GRaBpRCzFErMIk4AMrwcYyD6MBFdldJzpkX+xOVjT4A5Y2FrFREBE/w8YfsPATRKwUbCy8u1kQFfUus3PmzD13ztzRHEN4krGHmNLR2dXd09sX7x8YHEokh0fWPLvh6ryi24btVjXV44aweEUKafCq43LV1Ay+rtWXg/11n7uesK1VeeDwLVPdtURN6Kokqrqv+rxmu+Z2Ms2yLIzJnyAXgTSiKNjJK2xiBzZ0NGCCw4IkbECFR98GcmBwiNtCkziXkAj3OY4QJ22DsjhlqMTW6b9Lq42ItWgd1PRCtU6nGDRcUk4iw+7ZNXthd+yGPbL3X2s1wxqBlwOatbaWO9uJ49Hy278qk2aJvU/Vn54lalgIvQry7oRMcAu9rfcPT1/Ki6VMc5pdsCfyf84e2C3dwPJf9csiL7UQpwfIfW/3T7CWz+bmsrPFfHppIXqKXoxjCjPU73ksYQUFVMI+n6CFs9izklLGlIl2qhKLNCl8CSXzAeYIjSs=</latexit> waveform

    <latexit sha1_base64="9lozoQVeb9VJg5paKElYHBNoA94=">AAACaXichVFNSwJBGH7cvsw+1LpIXSQxOskoVNJJ6NLRj/wAE9ndRt1cd5fdVTDpD3TqFtWpICL6GV36Ax38CeHRoEuHXteFqKjeYWaeeeZ93nlmRjJUxbIZ63uEicmp6RnvrG9ufmHRHwguFSy9bco8L+uqbpYk0eKqovG8rdgqLxkmF1uSyotSc3e0X+xw01J0bd/uGrzSEuuaUlNk0SaqkDM4lxvVQITFmBPhnyDuggjcSOuBOxzgEDpktNEChwabsAoRFrUy4mAwiKugR5xJSHH2OU7gI22bsjhliMQ2aazTquyyGq1HNS1HLdMpKnWTlGFE2TO7Z0P2xB7YC3v/tVbPqTHy0qVZGmu5UfWfhnJv/6paNNtofKr+9GyjhqTjVSHvhsOMbiGP9Z3j82FuJxvtrbMbNiD/16zPHukGWudVvs3w7BV89AHx78/9ExQSsfhWbDOTiKSS7ld4sYo1bNB7byOFPaSRp3OPcIYLXHoGQlAICSvjVMHjapbxJYTIB3bkjAg=</latexit> Speech <latexit sha1_base64="FrsV4cKr6F1l5sv4wX+gnZsUCw4=">AAACeHichVHLSiNBFD1pnxNf0WwG3DSG+NiE2w3GxMUgzGaWvvIAldDdVrSxX1R3AjH4A/MDs5iFODDMiJ8xm/kBF/mEYZYKgrjwdiciLtTbdNWpc++5darKDBw7jIh6KWVoeGR0bPxDemJyanomMztXDf2WtETF8h1f1k0jFI7tiUpkR46oB1IYrumImnnyOc7X2kKGtu/tRp1AHLjGkWc3bcuImGpksrvS8MKmL10hVeFZ/qGQjUyOCsRRLKox0EqkMSiXS7peVrUkRZTDIDb9zC/s4xA+LLTgQsBDxNiBgZC/PWggBMwdoMucZGQneYEzpFnb4irBFQazJzwe8WpvwHq8jnuGidriXRz+JStV5OmaLumG/tIV/aOHV3t1kx6xlw7PZl8rgsbM1487d++qXJ4jHD+r3vQcoYlS4tVm70HCxKew+vr26bebnfXtfHeRftB/9n9BPfrDJ/Dat9bPLbH9HWl+gKdbVl8HVb2gFQurW3pu49PgKcYxjwUs832vYQNfsIkK79vBOX7jMnWvqMqSstIvVVIDTRYvQtEfAREkkjk=</latexit> Transformer encoder <latexit sha1_base64="FJ0D/ZeHQu3FRThIyKcgfsBca50=">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</latexit> + <latexit sha1_base64="BIAP/ngDF1KmG42fv2UHWZ/z3jQ=">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</latexit> Variance adapter <latexit sha1_base64="FJ0D/ZeHQu3FRThIyKcgfsBca50=">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</latexit> + <latexit sha1_base64="RZj7uXeSndNbOBS+nLu16RV9QTs=">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</latexit> ConvNeXt decoder <latexit sha1_base64="71BES6LtwKZxQtoggo/cnrWiehk=">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</latexit> MS-FC-HiFi-GAN <latexit sha1_base64="n5YBLnGZDzV76gGpS8AvQqocPMI=">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</latexit> Input text <latexit sha1_base64="1MLVoWQga/1yLs943ifTmGJaW6w=">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</latexit> Non-autoregressive acoustic model <latexit sha1_base64="oHECcJlsBZ9PuiZgyo0EPh2ieaM=">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</latexit> Neural vocoder
  46. ֎෦ࢿۚ ຊݚڀͷҰ෦͸+414Պݚඅ+1,ɼ,ɼ+45 プ ϩ グ ϥϜϚωʔ ジ ϟʔ 1. ͷҭ੒ɾ׆༂ਪਐ

    プ ϩ グ ϥϜ ࣮ࢪ୅දऀɿ඗ాܒଠ ͓Αͼ+45"45&1τϥΠΞ΢τ+1.+5.%ͷॿ੒Λड͚ͨ΋ͷ で ͋Δ ֎෦࿈ܞ νϟωϧԁܗε ピ ʔΧΞϨΠ͓Αͼνϟωϧ௚ઢεϐʔΧΞϨΠվͷࢼ࡞͸๺೔ຊԻڹגࣜձࣾͱͷڞಉ։ൃ ͱͯ͠ߦΘΕͨ΋ͷͰ͋Δ ೔ຊՊֶະདྷؗͰͷ࣮ূ࣮ݧ͸೔ຊՊֶະདྷؗڠྗͷݩ࣮ࢪ͞Εͨ΋ͷͰ͋Δ ւ༡ؗʹ͓͚Δ࣮ূ࣮ݧ͸/55σʔλΧελϚʔαʔϏεגࣜձࣾʹΑΓ࣮ࢪ͞Εͨ΋ͷͰ͋Δ ಺෦࿈ܞ Ի੠Ϛϧνεϙοτ࠶ੜٕज़ͷࣾձల։͸/*$5Πϊ ベ ʔγϣϯ デザ ΠϯΠχγΞςΟ ブ *%* ڞ૑ デザ Πϯ プ ϩ ジ Σ Ϋτ 1P$$ ͱͯ͠ߦΘΕɼ プ ϩ ジ ΣΫτϝϯ バ ʔ で ͋Δ඗ాܒଠࢯ *%* ɼਢ౻ඒ༏رࢯ *%* ɼ܂ݪສබࢯ *%* ɼ ٠஑෢จࢯ *%* ɼ๺ࢁެҰࢯ 6$3* ɼԘ๞༟඙ࢯ 6$3* ʹײँͷҙΛද͢Δ ँࣙ