quiz bu lëkkale ak tegtal · Diggante Niveau

Jasper ak quiz ASR

Teg leen Jasper ak QuartzNet's jëmmal jëmmal ak jëmmal rapoor, ba noppi natt dekodage CTC ak xayma filtre yuñ mëna tàqale.

Yooni njiit yu jëm ciJasper Ak Kuarz Asr
Laaj 1 de 8

Which factorization distinguishes QuartzNet’s time-channel separable convolution from a dense temporal convolution?

Xoolaatal laaj bu nekk8 laaj

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

  1. Which factorization distinguishes QuartzNet’s time-channel separable convolution from a dense temporal convolution?
    • Replacing every neural layer with a GMM
    • Removing all channels from the input
    • Adding a mandatory recurrent connection at every step
    • Separate depthwise temporal filtering and pointwise channel mixing
  2. In the QuartzNet paper’s stated comparison, which approximate count is listed for QuartzNet-15x5 versus JasperDR-10x5 at 333 million parameters?
    • 250 million
    • 500 milioŋ
    • 19 million
    • One billion
  3. Which organization is associated with the cited Jasper and QuartzNet research papers?
    • Google
    • NVIDIA
    • Amazon
    • OpenAI
  4. Ban fonction perte la Jasper ak QuartzNet di jëfandikoo ngir tàggat te amul benn yoon bu leer?
    • Xeetu jamonoy lëkkaloo (CTC)
    • Jumtukaay kaare moyen
    • Entropi croisé ci kaw kaadar yu takku
    • Ñàkk ñatti doom
  5. Which structural feature is described for the Jasper convolutional stack?
    • Only alphabetical sorting of frames
    • A guarantee that all gradients have equal magnitude
    • Residual connections
    • Random deletion of every deep layer
  6. Which augmentation combination does the QuartzNet paper report for its best evaluated training setup?
    • Only deleting all training transcriptions
    • A required pronunciation dictionary replacement at each frame
    • A guarantee that no data augmentation is used
    • Speed perturbation with a cutout-style spectrogram method
  7. Under the stated CTC path mapping, what labels result from A, A, blank, A?
    • AA
    • A
    • AAA
    • An empty sequence
  8. For a length-three depthwise temporal filter on four input channels plus a pointwise map to eight output channels, how many filter weights are counted, excluding biases?
    • 96
    • 44
    • 12
    • 32