Connectionist Temporal Classification Quiz

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

1. Nderipi dambudziko guru rakagadzirwa neCTC kugadzirisa kucherechedzwa kwekutaura?
   • Kubatanidza maodhiyo asina kuganhurirwa mafuremu kuti abudise mavara asina maframe-level malebel
   • Kudzvanya maodhiyo mafaira ekuchengetedza
   • Kushandura mutauro kubva kune mumwe mutauro kuenda kune mumwe
   • Kubvisa ruzha rwekumashure kubva pamarekodhi
2. Ndeipi yakakosha 'isina chinhu' tokeni muCTC inoshandiswa?
   • Kutara panoperera mutsara wose chete
   • Kumiririra 'hapana zvitsva zvinobuda pano' uye kuparadzanisa mavara akadzokororwa chaiwo
   • Kuchengeta mukana wemodhi yemutauro
   • Kuratidza kunyarara mune yekutanga audio waveform
3. Ko CTC inoverengera sei kurasikirwa kwechinyorwa chakatarwa?
   • Iyo inotora imwe chete inogona kurongeka uye inofuratira zvimwe
   • Inofananidza pixel values furemu nefuremu
   • Inopfupikisa mukana wezvose zvinoshanda-mafuremu-makwara anopunzika kune chinangwa chemavara
   • Inoita avhareji yeodhiyo amplitude nekufamba kwenguva
4. Ndeipi mitemo miviri inoputsika CTC inoshandiswa kushandura furemu-nzira kuita chinyorwa chekupedzisira?
   • Nyora mavara makuru, wobva wawedzera nyora dzemutauro
   • Dzokorora kutevedzana, wobvisa mavhawero
   • Wedzera nzvimbo, wozoshandura kumafoni
   • Batanidza mavara akateedzana anodzokororwa, wobva wadzima ma tokeni asina chinhu
5. Ndeipi fungidziro yekurerutsa iyo yakajairwa CTC inoita nezvezvayakabuda?
   • Kufanotaura kwega kwega kwefuremu kwakazvimiririra kune mamwe akapihwa odhiyo
   • Mabudisiro anoenderana zvakanyanya nemavara akaburitswa kare
   • Odhiyo inofanira kunge yakareba sekondi imwe chete
   • Hunhu hwese hunotora furemu imwe chete
6. Nei kutsvaga kwedanda nemhando yemutauro wakasanganiswa kuchiwanzo kufarirwa pane kudhirowa kwemakaro muCTC?
   • Inomhanya nekukurumidza pamudziyo wese
   • Inotsiva kushaikwa kweCTC yemuenzaniso wemutauro wemukati, inovandudza huchokwadi
   • Inobvisa kudiwa kwechiratidzo chisina chinhu
   • Inobvisa kukosha kwekudzidzisa network
7. What length constraint does CTC place on an output sequence relative to input frames?
   • The target must always have exactly the same length as the input
   • The target must contain twice as many labels as input frames
   • The target cannot require more output labels than there are input time steps
   • CTC requires a fixed 256-token output
8. How can CTC compute the sum over many valid alignments without explicitly listing every path?
   • By selecting one random path and ignoring all others
   • By running a separate language model for every audio frame
   • By sorting the transcript alphabetically
   • Using a forward-backward dynamic-programming recurrence over an alignment lattice