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[asj2022a] Harmonic-Net+:高調波入力とLayerwise-Quasi-Periodic畳み込みを用いた基本周波数制御可能な高速ニューラルボコーダ

Takuma OKAMOTO
September 14, 2022

[asj2022a] Harmonic-Net+:高調波入力とLayerwise-Quasi-Periodic畳み込みを用いた基本周波数制御可能な高速ニューラルボコーダ

Takuma OKAMOTO

September 14, 2022
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sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="qvOX4YCAn8cRlnyvk2cENeV9cUo=">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</latexit> Waveform <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="PxSTRcu6TZU9++vZ0gMPIc84Pko=">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</latexit> Upsampling <latexit sha1_base64="Em3CXa54mm1O7XPD4UOgszEfs4c=">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</latexit> GCI in training <latexit sha1_base64="C2VDzXIIlFk6EjJAYZ3Y0+5OaeI=">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</latexit> T.Conv block [5⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="iR0e+RbkQPsPY76WY9v7TredH8M=">AAACgnichVG7SgNBFD1ZXzE+ErURRAgGRSzCrBEVsRBsLH1FhSSE3XWMQ/bF7iQYg5WdP2BhpSAS7PQTbPwBCz9BLBVsLLzZLIiKeoeZOXPmnjtnZnTXFL5k7DGitLV3dHZFu2M9vX398cTA4JbvVDyDZw3HdLwdXfO5KWyelUKafMf1uGbpJt/Wy8vN/e0q93zh2Juy5vKCpZVssScMTRJVTIzmJT+Q9c30smNXk7rpGOXkUS6Tl8LifqGYSLE0CyL5E6ghSCGMVSdxhTx24cBABRY4bEjCJjT41HJQweASV0CdOI+QCPY5jhAjbYWyOGVoxJZpLNEqF7I2rZs1/UBt0CkmdY+USYyzB9ZgL+yeXbMn9v5rrXpQo+mlRrPe0nK3GD8Z3nj7V2XRLLH/qfrTs8Qe5gOvgry7AdO8hdHSVw9PXzYW1sfrE+yCPZP/c/bI7ugGdvXVuFzj62eI0Qeo35/7J9iaTquz6Zm1mdTSfPgVUYxgDJP03nNYwgpWkaVzj9HADW6VdmVKUZVMK1WJhJohfAll8QPl/ZSu</latexit> T.Conv block [3⇥] <latexit sha1_base64="w+BtrFgDSDdd4+eGbqhwEzLBqqw=">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</latexit> Sine wave
  8. 1SPQPTFENFUIPE  )BSNPOJD/FU جຊप೾਺ʹରԠ͢ΔαΠϯ೾ೖྗˠߴௐ೾ೖྗ΁ͱվྑ طଘํࣜ /4' ͕ݻఆॏΈʹରͯ͠ఏҊ๏͸ͦΕͧΕͷߴௐ೾ೖྗͷॏΈΛֶशՄೳ 
 ˠഒԻ·ͰೖΕΔ৔߹ɿμ΢ϯαϯϓϦϯά૚໨ͷ$//ͷೖྗνϟωϧ <latexit

    sha1_base64="UyjR7KOmeqBoXWY7hlzsHxn8GIg=">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</latexit> Input <latexit sha1_base64="hfDdJFenCYhMBe3rFmpiVKcKJ14=">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</latexit> features <latexit sha1_base64="S4cFKOPKGYPxVBbknoBcRGR98YU=">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</latexit> melcep and BAP <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">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</latexit> or <latexit sha1_base64="rLx16QKQrPS5pnoev7yXY62uP9Y=">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</latexit> fo in inference <latexit sha1_base64="I275B6ht+6zMc37UmQcYyI9QU5E=">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</latexit> Excitation <latexit sha1_base64="pemif/pXj3HKPZLj1lOJGgxxAj0=">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</latexit> generator <latexit sha1_base64="w+BtrFgDSDdd4+eGbqhwEzLBqqw=">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</latexit> Sine wave <latexit sha1_base64="NNmQvO6ThkmaVXS4a0lSDvJ6oLM=">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</latexit> Harmonic waves <latexit sha1_base64="VJWbO2+nLStq/vWH3vVfu3L09I8=">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</latexit> Excitation pulse <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">AAACZXichVFNSwJBGH7cvswy7YMIOiSJ0UlGiZJOQpeOfuQHmMjuNtriurvsroJJfyC6VodOBRHRz+jSH+jgL4joaNClQ6/rQpRU7zAzzzzzPu88MyMZqmLZjHU9wsjo2PiEd9I3Ne2fCQRn5/KW3jRlnpN1VTeLkmhxVdF4zlZslRcNk4sNSeUFqb7T3y+0uGkpurZntw1ebog1TakqsmgTldHNSjDMosyJ0DCIuSAMN1J68Bb7OIAOGU00wKHBJqxChEWthBgYDOLK6BBnElKcfY5j+EjbpCxOGSKxdRprtCq5rEbrfk3LUct0ikrdJGUIEfbE7liPPbJ79sI+fq3VcWr0vbRplgZablQCJ0vZ939VDZptHH6p/vRso4qE41Uh74bD9G8hD/Sto4tedjsT6ayxa/ZK/q9Ylz3QDbTWm3yT5plL+OgDYj+fexjk49HYZnQjHQ8nE+5XeLGMVazTe28hiV2kkKNzqzjFGc49z4JfWBAWB6mCx9XM41sIK5/tdopo</latexit> or <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">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</latexit> or <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="xFFGpGahajhTOrdU+KHgztarDtg=">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</latexit> Downsampling <latexit sha1_base64="V/zaZ9mnJ6NzrbNi587K51y1LHM=">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</latexit> network <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="p7PWvwQrVf7gGhaFAwT3hizQEfg=">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</latexit> (or Arbitrary waveforms) <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="qvOX4YCAn8cRlnyvk2cENeV9cUo=">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</latexit> Waveform <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="PxSTRcu6TZU9++vZ0gMPIc84Pko=">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</latexit> Upsampling <latexit sha1_base64="Em3CXa54mm1O7XPD4UOgszEfs4c=">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</latexit> GCI in training <latexit sha1_base64="C2VDzXIIlFk6EjJAYZ3Y0+5OaeI=">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</latexit> T.Conv block [5⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="iR0e+RbkQPsPY76WY9v7TredH8M=">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</latexit> T.Conv block [3⇥]
  9. 1SPQPTFENFUIPE  )BSNPOJD/FU  ߴௐ೾ೖྗʹՃ͑ͯ-BZFSXJTF2VBTJ1FSJPEJD৞ΈࠐΈΛಋೖ 2VBTJ1FSJPEJD৞ΈࠐΈɿ2118(ɼV4'("/ʹͯ࠾༻ˠന৭ࡶԻೖྗܕ )J'J("/ˠΞοϓαϯϓϦϯάܕˠ-BZFSXJTF2VBTJ1FSJPEJD৞ΈࠐΈͷఏҊ 
 ˠ֤૚ͷ%JMBUJPO࣌ؒ௕͕౳͘͠ͳΔΑ͏ʹ֤૚ͷ%JMBUJPOαΠζΛௐ੔ <latexit

    sha1_base64="UyjR7KOmeqBoXWY7hlzsHxn8GIg=">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</latexit> Input <latexit sha1_base64="hfDdJFenCYhMBe3rFmpiVKcKJ14=">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</latexit> features <latexit sha1_base64="S4cFKOPKGYPxVBbknoBcRGR98YU=">AAACcXichVHLSgMxFD0dX7W+qm4UN4NFEYSSFtHiqurGZVutCr6YGVMdmnkwkxZq8Qf8AQVXLYiIn+HGH3DhJ4jLCm5ceDsdEBX1hiQnJ/fcnCS6K0xfMvYUUbq6e3r7ov2xgcGh4ZH46NiW71Q8gxcNRzjejq75XJg2L0pTCr7jelyzdMG39fJae3+7yj3fdOxNWXP5vqUd22bJNDRJ1IHFhcFdVbOP1NWV3GE8wZIsCPUnSIUggTByTvwGeziCAwMVWOCwIQkLaPCp7SIFBpe4fdSJ8wiZwT7HGWKkrVAWpwyN2DKNx7TaDVmb1u2afqA26BRB3SOlihn2yG5Ziz2wO/bM3n+tVQ9qtL3UaNY7Wu4ejpxPbLz9q7Joljj5VP3pWaKETODVJO9uwLRvYXT01dOL1sZyYaY+y5rshfw32BO7pxvY1VfjOs8LV4jRB6S+P/dPsJVOphaTC/l0IpsJvyKKKUxjjt57CVmsI4cinevhEg00Iy1lUlGV6U6qEgk14/gSyvwHho6Ouw==</latexit> melcep and BAP <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">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</latexit> or <latexit sha1_base64="rLx16QKQrPS5pnoev7yXY62uP9Y=">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</latexit> fo in inference <latexit sha1_base64="I275B6ht+6zMc37UmQcYyI9QU5E=">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</latexit> Excitation <latexit sha1_base64="pemif/pXj3HKPZLj1lOJGgxxAj0=">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</latexit> generator <latexit sha1_base64="w+BtrFgDSDdd4+eGbqhwEzLBqqw=">AAACbHichVHLSgMxFD0d3/XR+lgIIhRLi6uSEVFxVXDjslrbKioyM0YNnRcz6YgWf8CtCxfqQkFE/Aw3/oALP0EENwpuXHg7HRAV9YYkJyf33JwkumsKXzL2EFNaWtvaOzq74t09vX2JZP9A2XdqnsFLhmM63rKu+dwUNi9JIU2+7Hpcs3STV/TqXGO/EnDPF469JPdcvm5p27bYEoYmiVopkiy1qwV8I5lmORZG6idQI5BGFAUneYU1bMKBgRoscNiQhE1o8KmtQgWDS9w66sR5hES4z3GAOGlrlMUpQyO2SuM2rVYj1qZ1o6Yfqg06xaTukTKFDLtn1+yF3bEb9sjef61VD2s0vOzRrDe13N1IHA4X3/5VWTRL7Hyq/vQssYWZ0Ksg727ING5hNPXB/vFLcXYxU8+yC/ZE/s/ZA7ulG9jBq3G5wBdPEKcPUL8/909QnsipU7nJhYl0fib6ik6MYAzj9N7TyGMeBZToXAtHOMVZ7FkZUkaU0WaqEos0g/gSSvYDAmmNLw==</latexit> Sine wave <latexit sha1_base64="NNmQvO6ThkmaVXS4a0lSDvJ6oLM=">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</latexit> Harmonic waves <latexit sha1_base64="VJWbO2+nLStq/vWH3vVfu3L09I8=">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</latexit> Excitation pulse <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">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</latexit> or <latexit sha1_base64="mwOeGqmCwawhv8CyzP+SKu9CUyg=">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</latexit> or <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="xFFGpGahajhTOrdU+KHgztarDtg=">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</latexit> Downsampling <latexit sha1_base64="V/zaZ9mnJ6NzrbNi587K51y1LHM=">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</latexit> network <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">AAACZ3ichVHLSsNAFD2Nr1ofrQpScFMtiqsyEdHiquDGpW3tA2qRJI4amhdJGtDiD7hwW8GVgoj4GW78ARf9hOKyghsX3qQB0aLeYWbOnLnnzpkZ2dJUx2WsExGGhkdGx6LjsYnJqel4Yma27JhNW+ElxdRMuypLDtdUg5dc1dV41bK5pMsar8iNbX+/4nHbUU1jzz21eF2Xjg31SFUk16e2TcM7SKRZhgWRGgRiCNIIY9dM3GMfhzChoAkdHAZcwhokONRqEMFgEVdHizibkBrsc5wjRtomZXHKkIht0HhMq1rIGrT2azqBWqFTNOo2KVNYZi/sgfXYM3tkXfbxa61WUMP3ckqz3Ndy6yB+kSy+/6vSaXZx8qX607OLI2QDryp5twLGv4XS13tn7V5xq7DcWmG37JX837AOe6IbGN6bcpfnhWvE6APEn889CMprGXEjs55fS+ey4VdEsYAlrNJ7byKHHeyiROee4BJtXEW6QlyYF5L9VCESaubwLYTFT6QAizE=</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="l2RevGO9D/2drBl0uVc6vtT+ex8=">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</latexit> Conv <latexit sha1_base64="p7PWvwQrVf7gGhaFAwT3hizQEfg=">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</latexit> (or Arbitrary waveforms) <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="qvOX4YCAn8cRlnyvk2cENeV9cUo=">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</latexit> Waveform <latexit sha1_base64="loCELSD3uPR9EAFHnuDuGuzjpfw=">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</latexit> <latexit sha1_base64="PxSTRcu6TZU9++vZ0gMPIc84Pko=">AAACbXichVHJSgNBEH0Ztxi3qAiCIsHgcgo1QTTxFPDiMVGj4oLMjJ04OBszk0AM/oBnwYMoKIiIn+HFH/DgJ4gHDwpePFgziYgHtZrurn5Vr+p1t+oYuucTPUaklta29o5oZ6yru6e3L94/sOrZFVcTRc02bHddVTxh6JYo+rpviHXHFYqpGmJN3V8I4mtV4Xq6ba34NUdsm0rZ0ku6pvgMbRQdTzG5j1XeiScpRUSyLCcCR56bJXay2UxaziTkIMSWRNPydvwaW9iFDQ0VmBCw4LNvQIHHYxMyCA5j26gz5rKnh3GBQ8SYW+EswRkKo/u8lvm02UQtPgc1vZCtcReDp8vMBCbogW7ole7plp7o49da9bBGoKXGu9rgCmen72h4+f1flsm7j71v1p+afZSQCbXqrN0JkeAWWoNfPTh5XZ5fmqhP0iU9s/4LeqQ7voFVfdOuCmLpFDH+gK9XTvzurKZT8mxqppBO5jLNr4hiBOOY5veeQw6LyKPIfS0c4wznkRdpSBqVxhqpUqTJGcQPk6Y+ARBBji0=</latexit> Upsampling <latexit sha1_base64="Em3CXa54mm1O7XPD4UOgszEfs4c=">AAACdHichVG7SgNBFD1Z3/GRqI2gRTBErMJERIOVYKF2eZgoqITddYyDm9lldxKIwR/wByysFIOIn2HjD1jkE8Qyoo2FN5sFUVHvMjtnztxz58xcw7GEpxhrhbSe3r7+gcGh8PDI6FgkOj5R9Oyqa/KCaVu2u2PoHreE5AUllMV3HJfrFcPi28bxWmd/u8ZdT9hyS9Udvl/Ry1IcClNXRJWikfW1zZiQMeXqQgpZLkXjLMn8iP0EqQDEEUTGjt5gDwewYaKKCjgkFGELOjz6dpECg0PcPhrEuYSEv89xijBpq5TFKUMn9pj+ZVrtBqykdaem56tNOsWi4ZIyhgR7ZLeszR7YHXti77/Wavg1Ol7qNBtdLXdKkbOp/Nu/qgrNCkefqj89Kxwi7XsV5N3xmc4tzK6+dnLezq/kEo05dsWeyf8la7F7uoGsvZjNLM9dIEwNSH1/7p+guJBMLSUXswvx1XTQikFMYxbz9N7LWMUGMij4PbnANZqhV21Gi2uJbqoWCjST+BJa8gNGAo+A</latexit> GCI in training <latexit sha1_base64="9NkxfaMHcAfI3qjnsUX8LiHUDu0=">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</latexit> n + 1 th T.Conv block <latexit sha1_base64="tIOcbsKQzLNogeV2uB5/rT0Bhkw=">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</latexit> n th T.Conv block <latexit sha1_base64="C2VDzXIIlFk6EjJAYZ3Y0+5OaeI=">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</latexit> T.Conv block [5⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="ag2sAdmg/h9DXHE3+tCKn5aetOg=">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</latexit> T.Conv block [4⇥] <latexit sha1_base64="iR0e+RbkQPsPY76WY9v7TredH8M=">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</latexit> T.Conv block [3⇥] <latexit sha1_base64="qm89Raz72fbVEa/BS7c1DDO9TjE=">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</latexit> Upsampling factor <latexit sha1_base64="O848DOZRkvSK3ZmnhSTUgaKAgts=">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</latexit> An = [5, 4, 3, 4] <latexit sha1_base64="yLUKiU+NqCGLSD0i4rYEEPQwRzc=">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</latexit> Transposed conv <latexit sha1_base64="LUdPJsSdSP0pnWpg+gyrHuW9w4I=">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</latexit> MRF <latexit sha1_base64="eXI9KINInkBdP6/t1xxi56ayFrM=">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</latexit> PDCNN <latexit sha1_base64="yLUKiU+NqCGLSD0i4rYEEPQwRzc=">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</latexit> Transposed conv <latexit sha1_base64="EiD6lYiBQOvcfjoKXvbX8mma0lA=">AAACbHichVG7SgNBFD1Z3/GR+CgEEYIhwSrMBlGxCthYxkcSRUPYXSe6ZF/sTgIx+AO2FhZqoSAifoaNP2CRTxDBJoKNhTebBdGg3mFmzpy5586ZGdUxdE8w1gxJPb19/QODQ+HhkdGxSHR8Iu/ZVVfjOc02bHdbVTxu6BbPCV0YfNtxuWKqBi+oldX2fqHGXU+3rS1Rd3jRVA4svaxriiBqR/ZEzFDq3C1F4yzF/Ih1AzkAcQSRtaO32MM+bGiowgSHBUHYgAKP2i5kMDjEFdEgziWk+/scxwiTtkpZnDIUYis0HtBqN2AtWrdrer5ao1MM6i4pY0iwJ3bHWuyR3bNn9vFrrYZfo+2lTrPa0XKnFDmZ3nz/V2XSLHD4pfrTs0AZy75Xnbw7PtO+hdbR147OWpsrG4lGkl2zF/J/xZrsgW5g1d60m3W+cY4wfYD887m7QT6dkhdTC+vpeGY5+IpBzGAO8/TeS8hgDVnk6FwTp7jAZehVmpJmpNlOqhQKNJP4FlLyE+dojSI=</latexit> 1st layer <latexit sha1_base64="1HkOoAqAuBbMcWbiu9LWnJNSVE8=">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</latexit> 2nd layer <latexit sha1_base64="q2At1vwDCrd8siXCVawJoR6caLs=">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</latexit> dn,1 <latexit sha1_base64="H85G2FbpumrVH7aHp0CflVm4myw=">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</latexit> kn,j <latexit sha1_base64="vi7QmlOKOqcgkAU/RqCr0SDlyck=">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</latexit> n layers <latexit sha1_base64="eXI9KINInkBdP6/t1xxi56ayFrM=">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</latexit> PDCNN
  10. &YQFSJNFOUBMDPOEJUJPOT  Ի࣭ධՁ࣮ݧ +74ίʔύεΛ༻͍ͨෳ਺࿩ऀϞσϧʹ͓͚Δະ஌ൃ࿩ɾະ஌࿩ऀ߹੒ˏL)[ ֶशɿKWTʙKWT ໊ ɼจɼςετɿKWTʙKWT ໊  ൺֱϞσϧɿݪԻɼ803-%ɼV4'("/ɼ8BWF/FUɼ)J'J("/

    5PIPLV,JSJUBOίʔύεΛ༻͍ͨ୯Ұ࿩ऀϑϧଳҬՎ੠߹੒ˏL)[ ֶशɿ͓ΑͼҎ֎ɼςετɿ͓Αͼ ߹ܭϑϨʔζ  ൺֱϞσϧɿݪԻɼ803-%ɼ)J'J("/ɼ1FSJPE/FU ΞοϓαϯϓϦϯά཰ˠˏL)[ɿ ഒ ɼˏL)[ɿ ഒ  جຊप೾਺ɿഒɼഒɼഒ 3FBMUJNFGBDUPSɿඵͷԻ੠Λ߹੒͢Δͷʹཁ͢Δ࣌ؒˏ$16 ˏL)[ˠ)J'J("/ɿɼ)BSNPOJD/FUɿɼ)BSNPOJD/FU ɿ ˏL)[ˠ)J'J("/ɿɼ)BSNPOJD/FUɿɼ)BSNPOJD/FU ɿ
  11. .04SFTVMUT 6OTFFOTQFBLFSTZOUIFTJT  WaveNet Original WORLD uSFGAN HiFi-GAN (melspc) Harmonic-Net

    + Mean opinion score (a) Normal condition (1.0 × fo ) of male speech WaveNet Original WORLD uSFGAN HiFi-GAN (melspc) Harmonic-Net + Mean opinion score (b) Normal condition (1.0 × fo ) of female speech WORLD uSFGAN HiFi-GAN Harmonic-Net + Mean opinion score (c) 0.5 × fo condition of male speech WORLD uSFGAN HiFi-GAN Harmonic-Net + Mean opinion score (d) 0.5 × fo condition of female speech WORLD uSFGAN HiFi-GAN Harmonic-Net + Mean opinion score (e) 1.5 × fo condition of male speech WORLD uSFGAN HiFi-GAN Harmonic-Net + Mean opinion score (f) 1.5 × fo condition of female speech
  12. .04SFTVMUT 4JOHJOHWPJDFTZOUIFTJT  (b) 0.5 × fo condition WORLD HiFi-GAN

    Harmonic-Net Mean opinion score PeriodNet (a) Normal (1.0 × fo ) condition WORLD HiFi-GAN Mean opinion score PeriodNet (melspc) Original (c) 1.5 × fo condition WORLD HiFi-GAN Harmonic-Net Mean opinion score PeriodNet Harmonic- Net
  13. 4ZOUIFTJ[FETQFFDITBNQMFT  IUUQTXXXPLBNPUPDBNFSBDPNIBSNPOJD@OFU

  14. ·ͱΊ ߴௐ೾ೖྗͱ-BZFSXJTF2VBTJ1FSJPEJD৞ΈࠐΈΛ༻͍ͨجຊप೾਺੍ޚՄೳͳߴ଎ χϡʔϥϧ೾ܗੜ੒Ϟσϧ $16ίΞͷΈͰͷϦΞϧλΠϜੜ੒Λ࣮ݱ )BSNPOJD/FU ɿະ஌࿩ऀ߹੒ʹ͓͍ͯV4'("/ ཁ(16 ΑΓߴ඼࣭ͳ߹੒Λ࣮ݱ )BSNPOJD/FUɿϑϧଳҬՎ੠߹੒ʹ͓͍ͯ1FSJPE/FU ཁ(16

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