GUIDE IA audio

Vokoder WaveGAN paralel

Parallel WaveGAN vocodeur neuronal bu gaaw la buy soppi spectrogram mel ci forme onde audio bu ñor, di jëfandikoo GAN bu ndaw, di defar misaal yépp benn yoon.

Résumé

Parallel WaveGAN vocodeur neuronal bu gaaw la buy soppi spectrogram mel ci forme onde audio bu ñor, di jëfandikoo GAN bu ndaw, di defar misaal yépp benn yoon. Dafa am solo ndax dafay joxe kàddu yu am kalite ci jamono dëgg, ak model bu dëgër.

Parallel WaveGAN Vocoder mingi toog ci biir ay liggéeyu audio-AI yuy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.

Plongeur bu xóot

Vocoder mooy wàll wi mujj ci pipeline TTS: dafay soppi kàrtu màndarga akustik (dafay faral di nekk mel-spectrogram) mu nekk onde son bi ngay dégg. WaveGAN parallel, Yamamoto, Song, ak Kim ñoo ko xalaat ci 2019, def lii ak benn generatër bu amul benn xeetu WaveNet buñ tàggat muy reso buy defar ay noon. Duñu wax benn misaalu audio benn yoon ni WaveNet bu njëkk bi, waaye dafay defar jëmmu onde bi yépp ci paralel, muy gëna gaaw. Recetam bu am solo bi dafa boole ñàkkaale ak ñàkkaale Fourier transformation (STFT) bu gàtt, suko defee model bi méngoo ak siñaal dëgg bi ci diir yu bari ak ci eskaalu fréquence. Lépp soo ko boolee mu am generatër bu ndaw (lu tollu ci 1.4 milioŋ ciy parametre) buy daw lu bari yoon lu gëna gaaw ci GPU.

Gis-gis xarala

Generatër bi ab reso bu yaatu la bu lalu ci mel-spectrogram ak ab dugal bruit, di xayma bruit bi ak ay man-man ci misaal yi. Taggat yaram dafay wàññi ñàkka am resolusioŋ STFT yu bari, ñu xayma ko ci méngale spectrogram magnitude ci dayo FFT yu bari ak guddaayu hop, ak ñàkkaale bu bawoo ci benn discriminateur buy àtte dëgg. Term STFT dafay dakkal ak gaawal tàggat yaram, jàpp detay yu rafet ak jëmmu spectral bu yaatu te du am distillation.

xam vokoder WaveGAN paralel

Parallel WaveGAN vocodeur neuronal bu gaaw la buy soppi spectrogram mel ci forme onde audio bu ñor, di jëfandikoo GAN bu ndaw, di defar misaal yépp benn yoon. Dafa am solo ndax dafay joxe kàddu yu am kalite ci jamono dëgg, ak model bu dëgër. Parallel WaveGAN Vocoder mingi toog ci biir ay liggéeyu audio-AI yuy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal Parallel WaveGAN Vocoder ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ak tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.

Ci jëf, ekip yu am doole yiy jëfandikoo Parallel WaveGAN Vocoder dañuy jàppee kalite, latency, ak nangu ni cër yu am solo ci pexem dugal. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.

Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jamano jooju, risku jëfandikoo Baat bu baaxul ak niru ak nit dafay gëna yokk sudee nanguwul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.

njeextalu pexe

Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.

Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.

Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.

Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.

Ëlëgu vokoder WaveGAN paralel

Parallel WaveGAN jàppale ci taxawal vocoders GAN muy default praktis, ak résolution STFT yu bari yi ñu ñàkk leegi ñu ngi feeñ ci ñi ko wuutu lu melni HiFi-GAN ak sistem streaming yu bari. Trajectoire bi dafay wane vocoder yu gëna ndaw, yu gëna néew latency ngir assistant yi ci aparey yi, aparey yiy déglu, ak soppi baat ci saasi, boole ci vocoder universel yuy yamale kàddukat yuñ gisul. Xaarandi lëkkaloo bu gëna dëgër ak TTS end-to-end ak jëfandikoo bu baax ci puce mobile ak yuñ samp.

Doxal ci àdduna dëgg

Wax jiy génne ci jamono dëgg ci assistant baat mobile, fu latency ak dayo model bi am solo

Dafay nekk generatëru forme onde boole ci model akustik yu melni Tacotron 2 wala FastSpeech

Bind-ci-kaddu ci aparey bi ngir jumtukaayi yombal jëfandikoo gi mënu wéeru ci niir yi

Sistem yuy soppi baat yiy soppi spectrogram yi ñu soppi leen ñu nekk audio buy sone

Modèlu jëfandikoo

Vokoder WaveGAN paralel ci jëf

Wax jiy génne ci jamono dëgg ci assistant baat mobile, fu latency ak dayo model bi am solo.

Real-time kàddu yi génne ci assistants baat mobile fu latency ak model size matter Teams yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.

Vokoder WaveGAN paralel ci jëf

Dafay liggéey ni generatëru forme onde boole ci model akustik yu melni Tacotron 2 wala FastSpeech.

Liggéeyukaay ni generatëru forme vague boole ci xeetu akustik yu melni Tacotron 2 wala FastSpeech Teams dañuy faral di am njariñ yu gëna baax suñu leeralee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.

Vokoder WaveGAN paralel ci jëf

Bind-ci-kaddu ci aparey bi ngir jumtukaayi yombal jëfandikoo gi mënul wéeru ci niir yi.

Bind-ci-kaddu ci aparey bi ngir jumtukaayi jëfandikoo yi mënu ñu yéem ci niir yi Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit yi ak njëgu njuumte yi ci diir bi.

Vokoder WaveGAN paralel ci jëf

Sistemu soppi baat yuy defaraat spectrogram yuñ soppi def ko audio buy sone bu baax.

Sistemu soppi baat yiy resynthesize spectrogram yuñ soppi ci audio buy sonal ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bu gàtt.

Risk yi ak balustrade yi

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Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.

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Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.

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Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.

Roadmap ngir samp gi

1

Wutal ndigal bu leer ngir jàpp baat, klone ak jëfandikoowaat.

Wutal ndigal bu leer ngir jàpp baat, klone ak jëfandikoowaat. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

2

Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.

Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

3

Mandargal kañ la nit wara xoolaat wala nangu ay génne.

Mandargal kañ la nit wara xoolaat wala nangu ay génne. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

4

Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.

Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.

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