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NVIDIA Riva iyo NeMo Speech Quiz

Hubi tababbarka NeMo, u adeegidda Riva, aqoonsiga qulqulka, doorarka codadka, interneedka gRPC, waafaqid dhoofinta, iyo daahitaanka gaarka ah ee culeyska shaqada.

Wadooyinka haga ee la xidhiidhaNvidia Riva iyo Hadalka Nemo
Su'aal 1 ee 8

Waa maxay farqiga u dhexeeya NeMo iyo Riva?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay farqiga u dhexeeya NeMo iyo Riva?
    • NeMo waa il-xiran halka Riva uu yahay il furan
    • NeMo waxaa loogu talagalay tababbarka iyo moodooyinka hagaajinta, halka Riva loogu talagalay hawlgelinta iyo u adeegidda la wanaajiyay
    • NeMo kaliya waxay gacanta ku haysaa qoraal-ku-hadal, Rivana waxa ay gacanta ku haysaa aqoonsiga
    • Waa laba magac oo isla badeecada saxda ah
  2. Which NVIDIA components does Riva documentation identify for optimized model execution and inference serving?
    • TensorRT for optimizations and Triton Inference Server for serving
    • OpenGL for language modeling and a SQL database for waveform decoding
    • Only CUDA kernels with no inference server
    • A browser rendering engine and an image-editing service
  3. Dhuumaha caadiga ah ee Riva TTS, waa maxay doorka cod-bixiyaha sida HiFi-GAN?
    • Waxay u beddeshaa codka hadalka qoraal
    • Waxay ogaanaysaa qofka hadlaya
    • Waxay u tarjumaysaa qoraalka u dhexeeya luqadaha
    • Waxay u beddeshaa sifooyinka dhawaaqa (sida mel-spectrograms) oo u beddela qaab mowjad maqal ah
  4. Maxay awood u siinaysaa 'qulqulka' ASR gudaha Riva?
    • Qoraalka kaliya ka dib duubista buuxda ayaa la soo galiyay
    • Daawashada fiidyaha iyada oo aan wax maqal ah la samayn
    • Qoraallada qayb ka mid ah ayaa la soo celiyay marka codku yimaado, oo leh daahitaanno aad u hooseeya
    • Soo dejinta moodooyinka si dhakhso leh shabakadda
  5. Keebaa tusaale u ah habaynta NeMo awood u siinaysa moodooyinka hadalka?
    • Dib u qorida qalabka GPU-ga
    • Hagaajinta qaabka ASR ee ereyada gaarka ah ee domainka sida ereyada caafimaadka
    • Sirin maqalka lakabka shabakada
    • Cadaadiska feylasha muuqaalka
  6. Which service interface does Riva expose for speech requests in the documented deployment?
    • A local spreadsheet macro interface only
    • A graphics-driver rendering API only
    • A text tokenizer with no service endpoint
    • gRPC-based microservices
  7. Before exporting a fine-tuned NeMo model to Riva, what compatibility check is necessary?
    • Assume every NeMo checkpoint is directly interchangeable with a Riva model
    • Check only the checkpoint's file name
    • Confirm that the architecture, export path, and software versions are supported
    • Assume an ASR model can be deployed as a vocoder without conversion
  8. How should a team determine whether Riva streaming ASR meets its latency target under many simultaneous calls?
    • Measure the chosen model and hardware with representative buffering and concurrent streams
    • Treat one published single-workload number as a guarantee for every deployment
    • Measure only the time needed to download the checkpoint
    • Ignore audio-chunk settings because they cannot affect latency