NVIDIA Riva na Ijambo rya NeMo
NVIDIA Riva ni GPU yihuta ya SDK yo kuvuga umusaruro AI (ASR, TTS, hamwe nubuhinduzi), naho NeMo nigitabo gifungura isoko yo guhugura no guhuza neza imiterere yibanze.
Incamake
Together they let developers build fast, customizable voice applications that run on NVIDIA hardware.
Kwibira cyane
NeMo (Neural Modules) ni NVIDIA ifungura-isoko ya PyTorch yo kubaka AI iganira. Kohereza ibyitegererezo byateganijwe kugirango bimenyekanishe mu buryo bwikora (ASR), inyandiko-ku-mvugo (TTS), n'imirimo y'ururimi karemano, byateguwe nka 'modules modules' byongeye gukoreshwa ushobora guhuza neza amakuru yawe bwite. Riva ni uruhande rwoherejwe: ipakira moderi nziza cyane inyuma ya seriveri ya gRPC, ikoresheje TensorRT hamwe na Triton Inference Server kugirango ikubite ubukererwe buke mubipimo. Ubusanzwe akazi gahugura cyangwa gahuza icyitegererezo muri NeMo, kyohereza muburyo bwa Riva, hanyuma ikagikora mugihe cyo kwandukura cyangwa kugihe. Riva ishyigikira kumenyekanisha hamwe nijambo-urwego rwigihe, amajwi ya TTS, amajwi ya disikuru, hamwe nindimi nyinshi, byose byahujwe kugirango bikore neza kuri NVIDIA GPUs.
Ubushishozi
Umuvuduko wa Riva uva mugukora moderi hamwe na TensorRT no kuyikorera binyuze muri Triton, ihuza intungamubiri, ikoresha ivanze-risobanutse (FP16 / INT8), kandi ikanasaba ibyifuzo icyarimwe. Moderi ya ASR nka Conformer-CTC cyangwa Parakeet yerekana amajwi mubice bito mugihe ikomeza imiterere, itanga inyandiko-mvugo igice muri milisegonda mirongo. Imiyoboro ya TTS ihuza moderi ya acoustic (urugero, FastPitch) hamwe nijwi ryumvikana (urugero, HiFi-GAN) kugirango ritange imiyoboro yihuta kuruta igihe nyacyo kuri GPU imwe.
Ingaruka z'Ingamba
Kugera no kugera
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Igiciro na bije
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Umuvuduko n'igipimo
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Ejo hazaza ha NVIDIA Riva na NeMo Imvugo
NVIDIA irasunika Riva na NeMo kugana imvugo nini, indimi nyinshi zerekana imvugo no kwishyira hamwe hamwe na LLM ishingiye kubakozi bafasha amajwi arangira. Tegereza ibintu bikize cyane (kuzamura ijambo, amajwi yihariye kuva muminota yamakuru), urusaku rwiza-ibidukikije bikomeye, hamwe no kohereza amakuru hagati ya GPUs kugeza kubikoresho nka Jetson. Mugihe NeMo igenda ihindagurika hamwe nicyitegererezo kibyara umusaruro, umurongo uri hagati yo kumenyekanisha imvugo, guhindura, no gutekereza kubitekerezo bizakomeza guhurizwa mumiyoboro ihuriweho nigihe nyacyo.
Gushyira mu bikorwa Isi
Igihe nyacyo cyo guhamagarira-kwandikirana hamwe na agent nzima ifasha yanditseho abakiriya bahamagara hamwe nijambo-urwego rwigihe
Kubaka amajwi yihariye ya TTS kumufasha wungirije muburyo bwiza bwo gutunganya FastPitch muri NeMo kumasaha make yafashwe
Kwandika neza no gusobanura imvugo kubiganiro bya videwo cyangwa ibyabaye kuri NVIDIA GPUs
Kuringaniza neza moderi ya ASR ikora kumurongo wihariye wubuvuzi cyangwa amategeko yemewe ukoresheje NeMo, hanyuma ukayikorera ukoresheje Riva
Ingaruka & Kurinda
Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.
Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.
Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.
Igishushanyo mbonera
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Komeza Ubushakashatsi
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What is NVIDIA Riva and NeMo Speech?
NVIDIA Riva ni GPU yihuta ya SDK yo kuvuga umusaruro AI (ASR, TTS, hamwe nubuhinduzi), naho NeMo nigitabo gifungura isoko yo guhugura no guhuza neza imiterere yibanze. Hamwe na hamwe bareka abitezimbere bakubaka byihuse, byemewe amajwi akoreshwa kubikoresho bya NVIDIA.
Ni irihe tandukaniro ryibanze riri hagati ya NeMo na Riva?
NeMo nigikoresho gifungura ibikoresho byubaka no gutunganya neza imvugo nicyitegererezo cyururimi, mugihe Riva ipakira kandi ikora izo moderi zo gukoresha umusaruro muke.
Ni ubuhe buryo bubiri bwa NVIDIA Riva yishingikirizaho kugirango igere ku mwanzuro muto?
Riva ikusanya moderi hamwe na TensorRT kugirango ikorwe neza GPU ikanayikorera binyuze muri Triton Inference Server, ikora neza kandi igahuza.
Muburyo busanzwe bwa Riva TTS, ni uruhe ruhare rwijwi nka HiFi-GAN?
Moderi ya acoustic nka FastPitch ihanura ibiranga spekrogramu uhereye kumyandiko, hamwe nijwi ryumvikana nka HiFi-GAN rihindura ibyo bintu muburyo bwanyuma bwumvikana.
Niki 'gutembera' ASR muri Riva itanga?
Kumenyekanisha gutembera gutunganya amajwi mubice bito kandi bigatanga ibisubizo byigice mugihe nyacyo, aho gutegereza ko amagambo yose arangira.
Niyihe ngero yo kwihitiramo NeMo itanga uburyo bwo kuvuga?
NeMo ireka abitegura gukora neza-moderi yabigenewe ku makuru yabo bwite, urugero guhuza imiterere ya ASR kugirango bamenye imvugo yihariye yubuvuzi cyangwa amategeko.