AIGC产业研究报告2023：音频生成篇
劥❡ᄩ⥂㺙䎇「ⵌ晜勉岁⥂䫡 Confidential and Protected by Copyright Laws AIGC❡⚌灇瑕䫣デ2023 Ղ갉곸欰䧭眜 AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn I 䎸 鎊 ꥥ满➃䊨兰腊䪮助涸♶倗〄㾝갉곸欰䧭䊺絑䧭⚹AIGC곭㚖务♶〳䧴緃涸♧鿈ⴔկ帿䏞㷖⛴㖈皾岁垷㘗㽻》䖤涸瑲灶⚹갉곸欰䧭㖈❡⚌务涸㹊꣢䎾欽䲿⣘✫倝涸䬪㾝倰ぢ鵛䎃勻鵘欽AI䪮助♶➑〳⟄荈⸓欰䧭㢴呋⻊涸갉곸ⰻ㺂欰䧭涸갉곸佪卓⛲䠁〄荈搬崨歧㖈ぐ遤ぐ⚌涸俒劥-露갉❜✽㖞兞务䖤⟄㣐ꆀ䎾欽腊㢿⚹갉곸ⰻ㺂ⵖ⡲ㄤ⡲䲿⣘刿⸈넞佪ծ礵ⲥ涸兰腊⻊➃劼❜✽剪⸉կ 劥䫣デ翸搋✵갉곸欰䧭涸䪮助〄㾝ㄤ❡⚌䎾欽䞔ⲃ㔐곥✫갉곸欰䧭䪮助〄㾝涸Ⱒꝶ媯ⴔ區✫欰䧭鸟䏞ծ露갉餘ꆀծ䱽ⵖ腊⸂瘝垷㘗Ⱒꝶ腊⸂涸䎾欽邍梡ծ㕂ⰻ㢪䋑㖞♳涸⚺崨❡ᄩ⟄⿺㖈鵳遤(休)⚌⻊衅㖑傞勻荈侨研ծ䚍腊ծ宠♲倰涸䮋䧶ㄤ鍒Ɀ䙼騟⟄劍⚹AIGC곭㚖涸䎾欽䒓〄罏ㄤ⢪欽罏䲿⣘罌ㄤ⦶ꊹկ AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn II 湡 䔶 1 㹁⛐ .................................................................................................. 1 2 ⚺銳碫㘗ㄤ䎾欽곭㚖 ............................................................................. 1 3 䪮助〄㾝涸Ⱒꝶ媯 ............................................................................. 2 4 ⚺崨垷㘗㹊梡韭椚⿺⠏緃挿 ................................................................... 3 4.1 ⚺崨垷㘗鍒區 .................................................................................................... 3 4.2 㕂ⰻ㢪➿邍垷㘗 ................................................................................................ 5 5 䕧ᆄ垷㘗䎾欽腊⸂涸Ⱒꝶ㔔稇 ................................................................ 5 6 Ⱙ㘗❡⚌䎾欽㖞兞 ................................................................................ 7 7 (休)⚌⻊鵂玐⚥⚰涸䮋䧶 ...................................................................... 8 8 屠䱲程♸馋⸷㾝劅 ........................................................................... 10 僒錜ⴔ區晜勉㡮僈2023 ......................................................................... 11 Ⱒ✵僒錜ⴔ區 ........................................................................................ 12 AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn III 㕃 湡 䔶 㕃2- 1갉곸欰䧭涸⚺銳碫㘗 ................................................................................................. 1 㕃3- 1갉곸欰䧭䪮助〄㾝涸Ⱒꝶ媯 .................................................................................. 2 㕃4- 1㕂ⰻ㢪갉곸欰䧭➿邍垷㘗 ......................................................................................... 5 㕃5- 1䕧ᆄ垷㘗䎾欽腊⸂涸Ⱒꝶ㔔稇 .................................................................................. 6 㕃6- 1갉곸欰䧭Ⱙ㘗❡⚌䎾欽㖞兞 ...................................................................................... 7 㕃7- 1갉곸欰䧭(休)⚌⻊衅㖑䮋䧶 ......................................................................................... 9 AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn 1 1 㹁⛐ 갉곸欰䧭僽䭷呏研䨾鳕Ⰶ涸侨研ざ䧭㼆䎾涸㡮갉岚䕎涸鵂玐⚺銳⺫䭍呏研俒劥ざ䧭露갉text-to-speech 鵳 遤 ♶ ず 露 鎊 ⛓ ꢂ 涸 露 갉 鲮 䰃 呏 研 錠 錣 ⰻ 㺂 㕃 ⫸ 䧴 錠 곸 鵳 遤 露 갉 䲽 鶣 ⟄ ⿺ 欰 䧭偒䖒ծ갉⛙瘝կ 2 ⚺銳碫㘗ㄤ䎾欽곭㚖 絆䧭㡮갉涸絕匬⺫䭍갉稇ծ갉蒜ծ갉⡙ծ露稇瘝갉곸欰䧭腊㢿㼆鵯❈㛇劥支⡙鵳遤곫崵ㄤ絆ざ鸑鵂곸靶鹦鵛䧴岚䕎鹦鵛涸ざ䧭瘻殜勻㹊梡갉곸涸欰䧭կ 䭽撑鳕Ⰶ侨研碫㘗涸♶ず갉곸欰䧭〳⟄ⴔ⚹呏研俒㶶⥌䜂ծ갉곸⥌䜂ծ聝聘⸓ծ錠錣ⰻ㺂瘝侨研鵳遤涸㡮갉ざ䧭կ䭽撑㖞兞涸♶ず갉곸欰䧭⿶〳⟄ⴔ⚹ꬋ崨䒭露갉欰䧭ㄤ崨䒭露갉欰䧭կⰦ务ꬋ崨䒭露갉〳鵳遤♧妃䚍鳕Ⰶㄤ鳕ⴀ䔂靈㼆侮⡤露갉ざ䧭鸟䏞涸䪾䳣鷓ざ䎾欽㖈露갉鳕ⴀ⚹⚺涸湱Ⱒ㖞兞崨䒭露갉ⴭ〳⟄㼆鳕Ⰶ侨研鵳遤ⴔ媯ざ䧭ᆄ䎾傞ꢂ瀊䎾欽㖈露갉❜✽湱Ⱒ㖞兞务腊㢿䌄勻刿㥩涸⡤낉կ Ɀ㹁갉곸欰䧭佪卓涸Ⱒꝶ㔔稇⚺銳⺫䭍欰䧭鸟䏞ծⴔ霒涸ⲥ烁玐䏞ծざ䧭露갉涸荈搬䏞⟄⿺露갉僽やⰨ剣㢴呋⻊涸갍䖒ㄤ邍梡⸂瘝կ갉곸欰䧭㖈兰腊㹐剪ծ露갉㼋菔ծず㡮⠛霖ծ갉⛙ㄤ䕧錠ⵖ⡲ծ剣㡮⛼ꢓ靀瘝㖞兞㖲剣䎛ꢢ涸䎾欽瑟ꢂկ〥㢪鵛䎃勻露갉欰䧭霃㢊㖈匚毫곭㚖⛲儑梡ⴀ✫䊭㣐涸䎾欽悶⸂⢾㥵䌐⸔露鎊ꥻ烯罏♸➭➃鵳遤❜崨倰⤑錠錣ꥻ烯罏剣佪蜦》俒劥ㄤ㕃晙⥌䜂瘝կ 㕃2- 1갉곸欰䧭涸⚺銳碫㘗 AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn 2 3 䪮助〄㾝涸Ⱒꝶ媯 갉곸欰䧭傍劍僽㛇✵暟椚劼椚鸑鵂劼唒鄳縨ծ歏㶩ざ䧭㐼瘝㹊梡㼆➃㡮涸垷䬾կꥥ满雦皾劼䪮助涸〄㾝갉곸欰䧭鷶幯䕎䧭✫⟄俒劥ⴔ區-㡮㷖垷㘗-㡮瀦㐼⚹㛇劥絕匬涸露갉ざ䧭倰岁կ㛇✵㼆鵯⚡絕匬鿈ⴔ垷㗌涸剏➿䧴⠏⻊갉곸欰䧭涸Ⱒꝶ䪮助㣐荝絑血✫䭨䱹ざ䧭媯ծ侨ざ䧭媯ծ畮ⵌ畮ざ䧭媯♲⚡傞劍կ湡갉곸欰䧭⡲⚹♧猫嫱鳅䧭擿涸䪮助䊺絑Ⱘ㢊❡⚌⻊䎾欽涸腊⸂կ 㕃3- 1갉곸欰䧭䪮助〄㾝涸Ⱒꝶ媯 ˖ 䭨䱹ざ䧭媯 岚䕎䭨䱹岁僽鸑鵂㼆露〣涸갉稇ծ갉蒜ծ支霒鵳遤暵䖄叻岤ㄤⴗⴔた㖈✲⯓䔶ⵖ涸露갉䎽务叅䪪㛇劥支⡙䎇㼜갉稇晙媯䭨䱹ざ䧭露갉կ岚䕎䭨䱹岁涸⠏挿僽㛇✵溫➃䔶ⵖ涸露갉갉餘鳅㥩ゑ錣♳嫱鳅溫㹊告䭨䱹佪卓⣜饆✵露갉䎽涸侨研ꆀ銳䔶ⵖ㣐ꆀ涸露갉䩞腊⥂霆銻渷桧⚂㶶霒涸遰䱹鵂庋鳅⚹欰炽կ ˖ 侨ざ䧭媯 侨ざ䧭岁僽㼆䊺剣㡮갉侨研涸㡮㷖暵䖄侨匬䒊絡雦垷㘗雲絅㥩涸垷㘗㼆鳕Ⰶ侨研鵳遤ⴔ霒ծ倗〣ծ갍䖒ⴔ區瘝呏研露鎊㷖暵䖄欰䧭㡮㷖暵䖄ⱄ歋㡮瀦㐼ざ䧭露갉կ鵯猫倰岁涸⠏挿㖈✵䨾涸韭㨤㡮갉侨研錞垷㼭⚂崨歧䏞鳅㥩告㡮瀦㐼♶〳鼙⯝⠔䌄勻갉餘䰀㣟练갉㢴⚂露갉涸劼唒䠭鳅ꅾկ ˖ 畮ⵌ畮ざ䧭媯 露갉ざ䧭涸劥餘僽鸑鵂㼆✵露〣絕匬ㄤⰢ禹涸㷖⛴勻곫崵Ⱖ㡮㷖暵䖄鵮韭㡮갉岚䕎涸鵂玐կ ⠛絡涸露갉ざ䧭呥卹歋✵露鎊㷖濼霋涸㢕练䚍ծ侨研錞垷ㄤ垷㘗䚍腊瘝곿露갉ざ䧭䖃䖃ꦼ⟄》䖤忘䠑涸ゑ錣佪卓⢪Ⱖ㹊欽䚍「ꣳկ鵛䎃勻ꥥ满帿䏞牟絑緸絞䪮助涸〄㾝㖈⠛絡涸侨ざ䧭岁絕匬涸㛇炄♳畮ⵌ畮ざ䧭涸倰岁ꅷ欽綘瀦㐼-岤䠑⸂劼ⵖ-鍒瀦㐼Encoder-Attention-Decoder涸 AIGC❡⚌灇瑕䫣デ2023 妅鵓涬꣣僒錜ⴔ區 僒錜ⴔ區http://www.analysys.cn Tel 4006-010-231 E-mailygfx@analysys.com.cn 3 㡮㷖垷㘗腊㢿湬䱹㼜㶶痗䧴갉稇䎸⡲⚹鳕Ⰶ鳕ⴀ哆㼷곸靶䎇欰䧭岚䕎➢罜鸑鵂劼㐼㷖⛴勻皍⻊暵䖄䬄》涸鵂玐꣭⡛✫㼆♶ず露鎊㷖濼霋涸雲絅ꦼ䏞⢪㡮갉ざ䧭刿⸈荈搬馋鵛溫➃〄㡮佪卓կ ⵄ欽帿䏞㷖⛴腊⸂䕎䧭涸畮ⵌ畮ざ䧭倰岁僈儑佖㊤✫露갉餘ꆀ垷㘗䚍腊ㄤ䎾欽腊⸂涸䲿巛⢪Ⱖ鷶幯䧭⚹⚺崨կ湡露갉欰䧭곭㚖䎾欽䎛岌⚂佪卓⠏猖涸❡ᄩ㖲㛇✵畮ⵌ畮ざ䧭呥卹㹊梡涸կ 4 ⚺崨垷㘗㹊梡韭椚⿺⠏緃挿 4.1 ⚺崨垷㘗鍒區 ˖ Tacotron2 1㹊梡韭椚 Tacotron
