Umtapo wezincwadi we-AI wamahhala

Umsindo we-AI abaqondisiMahhala phakade.

117 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

117Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~4hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi

Umtapo wolwazi ogcwele

Zonke iziqondiso

117 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Umsindo we-AI

I-EnCodec Audio Compression

I-EnCodec iyikhodekhi yomsindo we-neural ethembekile engu-Meta ecindezela inkulumo nomculo ngama-bitrate aphansi kakhulu ngekhwalithi ephikisana namafomethi asinda kakhulu.

2 min fundaFunda

Umsindo we-AI

I-Residual Vector Quantization

I-Residual Vector quantization (RVQ) yindlela eguqula ukushumeka komsindo okuqhubekayo kube yinqwaba yamakhodi ahlukene ngokuphindaphinda…

2 min fundaFunda

Umsindo we-AI

ECAPA-TDNN Ukuqashelwa Isipikha

I-ECAPA-TDNN i-neural network architecture eshintsha noma yisiphi isiqeshana senkulumo sibe ukushumeka 'izwi' elihlangene, elivumela imishini ukuthi isho ukuthi ubani okhulumayo.

2 min fundaFunda

Umsindo we-AI

I-Speaker Anti-Spoofing kanye ne-ASVspoof

I-Anti-spoofing isendlalelo sokuzivikela esithola amazwi mbumbulu noma adlaliwe kabusha azama ukukhohlisa amasistimu okufakazela ubuqiniso bezwi.

2 min fundaFunda

Umsindo we-AI

Ukukhipha Inkulumo Nge-RNNoise

I-RNNoise inethiwekhi ye-neural encane, esheshayo esusa umsindo wangemuva enkulumweni ngesikhathi sangempela.

2 min fundaFunda

Umsindo we-AI

Ukushumeka komsindo kanye nokufunda kokumelela

Ukushumeka komsindo kuguqula umsindo kube amavekhtha ezinombolo abamba incazelo, ukuze imishini ikwazi ukuqhathanisa, ukucinga, nokuhlukanisa umsindo ngendlela abantu abayibona ngayo...

2 min fundaFunda

Umsindo we-AI

Ukukhanselwa kwe-Acoustic Echo

I-Acoustic echo cancellation (AEC) ubuchwepheshe obukuvimba ukuthi uzwe izwi lakho libuyela emuva ngesikhathi socingo.

2 min fundaFunda

Umsindo we-AI

Ukuhlukaniswa Kwenkulumo kanye Nenkinga Ye-Cocktail Party

Ukuhlukaniswa kwenkulumo kuwumsebenzi wokudonsa amazwi ngamanye ngaphandle kokurekhodiwe lapho abantu abambalwa bekhuluma ngesikhathi esisodwa.

2 min fundaFunda

Umsindo we-AI

Ukuqeqeshwa Okungaguquguquki Kwemvume

I-Permutation invariant training (PIT) iyisu lokuqeqesha elihlakaniphile elivumela imodeli ukuthi ihlukanise amazwi amaningi ngaphandle kokunaka ukuthi iphimbo eliphumayo ngalinye lihlala kuphi…

2 min fundaFunda

Umsindo we-AI

Ukuthola Ulwazi Lomculo

I-Music Information Retrieval (MIR) inkambu efundisa amakhompyutha ukuhlaziya, ukuqonda, nokusesha umculo kumasiginali omsindo nezikolo.

2 min fundaFunda

Umsindo we-AI

I-Demucs kanye ne-HT-Demucs Music Source Separation

Funda ukuthi i-Demucs ne-HT-Demucs ziwuhlukanisa kanjani umculo ube amazwi neziqu zezinsimbi kusetshenziswa i-waveform, i-spectrogram, kanye ne-transformer modelling.

2 min fundaFunda

Umsindo we-AI

Ukuqashelwa Kwezwi Lomsindo

Ukuqaphela imisindo yomsindo kuwumsebenzi wokulebula ngokuzenzakalelayo ama-chords adlalwa engomeni yonkana ngokuqondile kumsindo wayo.

2 min fundaFunda

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