Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Dhismaha Conformer Architecture

Baro sida Conformer-ku isugu daro is-wacyigelinta iyo is-fiirsiga hadalka, oo ay ku jiraan qaab-dhismeedkiisa iyo natiijooyinka cabbirka la sheegay.

Wadooyinka haga ee la xidhiidhaQaab-dhismeedka Conformer
Su'aal 1 ee 8

Waa maxay labada hab ee uu Conformer architecture ku daray hal block?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay labada hab ee uu Conformer architecture ku daray hal block?
    • Kacdoon iyo is-fiirsi
    • Soo noq-noqoshada iyo isku-dubbaridka
    • Go'aan geedaha iyo ururinta
    • Baadhitaanka Beam iyo calaamadaynta
  2. Waa maxay sababta isku-darka miyir-qabka iyo feejignaanta ay si gaar ah faa'iido ugu leedahay hadalka?
    • Feejignaanta ayaa wax ka qabata tafaasiisha teebabka maxalliga ah iyada oo convolution uu gacanta ku hayo macnaha guud
    • Convolution waxa uu qabtaa habab maxalli ah halka is-fiirsigu uu qabsado macnaha fog
    • Labaduba waxay muhiim u yihiin sawirada, maaha maqal
    • Midna ma caawiyo; waa uun xawaaraha
  3. Waa maxay qaabka 'Macaron' ama sanduuqa sanduuqa Conformer?
    • Laba lakab oo feejignaan ah oo ku wareegsan hal convolution
    • Lakab kaliya oo quudin-horumarineed oo keliya
    • Fiiro gaar ah iyo isfaham ayaa ku duudduubay inta u dhaxaysa laba-tallaabo nus-qaade cutubyo-horumarineed
    • Convolution oo lagu soo ururiyay dusha sare ee convolution
  4. Ururkee ayaa soo bandhigay Conformer, iyo sanadkee?
    • OpenAI sanadka 2018
    • Meta sanadka 2015
    • Microsoft sanadka 2012
    • Google sanadka 2020
  5. Maxaa ka mid ah cutubka isdhaafsiga ee ku dhex jira Conformer sida caadiga ah?
    • Gadh-wareejin toosan, GLU, wareejin qotodheer, caadi ka dhigid, iyo hawl qabad Swish
    • Kaliya hal lakab oo si buuxda isugu xidhan
    • Unug LSTM ah oo soo noqnoqda
    • Kala soocida kaynta random
  6. Marka la eego LibriSpeech test-clean/test-other, maxay ahayd heerka WER ee warqadda asalka ah ee Conformer ay ku warbixisay iyadoo la isticmaalayo moodel luqadeed dibadeed?
    • 2.1% / 4.3%
    • 1.9% / 3.9%
    • 9.1% / 9.3%
    • 0.1% / 0.3%
  7. Waa maxay macluumaadka booska ee warqadda Conformer ay ku darto feejignaanta?
    • Isku-duwidda GPS ee juqraafiyeed ee loogu talagalay qaab kasta oo hadal ah
    • Calaamad fasal oo go'an oo loogu talagalay hadal kasta
    • Koodhinta booska ee qaraabada
    • Muuqaalka muuqaalka fiidiyowga ee gooni ah
  8. Waa maxay heerarka khaladaadka ereyada ee maqaalka Conformer uu soo sheegay iyada oo aan lahayn moodel luqadeed dibadda ah ee tijaabada LibriSpeech test/test-other?
    • 20.1% / 40.3%
    • 0.1% / 0.3%
    • 12.1% / 14.3%
    • 2.1% / 4.3%