Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Codka-dhaliyaha MelGAN

Fahmo sida MelGAN u maabdo maabka mel-spectrograms si ay mowjad mooddo, u isticmaasho kor u qaadida kacaanka, oo ay u tababarto takoorayaasha miisaanyo badan.

Wadooyinka haga ee la xidhiidhaMelgan Generative Vocoder
Su'aal 1 ee 8

Waa maxay gelinta uu MelGAN u beddelo qaab mawjad maqal cayriin ah?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay gelinta uu MelGAN u beddelo qaab mawjad maqal cayriin ah?
    • mel-spectrogram
    • Jilayaasha qoraalka ceeriin
    • Faylka MIDI
    • Shabag foneme ah
  2. Muxuu MelGAN aad uga dheereeyaa WaveNet marka la eego fikradda?
    • Waxay isticmaashaa muunad ka yar
    • Ma aha autoregressive waxayna soo saartaa maqal hal baas oo barbar socda
    • Waxay ku shaqeysaa oo keliya TPU-yada
    • Waxay ka booddaa xadhkaha-soo noqnoqda sare
  3. Naqshadeeye kala soocid noocee ah ayay MelGAN soo bandhigtay?
    • Hal takoore caalami ah
    • Takoorka ku salaysan transformer
    • Takoor miisaan badan leh oo ku shaqeeya maqal go'aamo badan
    • Ma jiro takoorid haba yaraatee
  4. Waa kuwee khasaaraha ka caawiya xasilinta tababbarka iska hor imaadka ee MelGAN?
    • Cross-entropy ee calaamadaha qoraalka
    • Dhibcaha ra'yiga celcelis ahaan
    • Luminta margin saddex-geesoodka ah
    • Khasaaraha is-waafajinta ee u dhexeeya dhaqdhaqaaqyada takoorka
  5. Sidee ayuu koronto dhaliyaha MelGAN u kordhiyaa goobtiisa soo dhaweynta?
    • Adiga oo isticmaalaya iskudhafyada fidsan ee baloogyada haraaga ah
    • Adigoo ku daraya lakabyo LSTM ah oo soo noqnoqda
    • Adigoo isticmaalaya dareenka guud ahaan clip-ka
    • Adiga oo isku dhejinaya lakabyada barkadaha
  6. What subjective evaluation measure did the MelGAN paper report?
    • Word error rate (WER)
    • Mean Opinion Score (MOS)
    • BLEU score
    • Peak signal-to-noise ratio (PSNR) only
  7. What do MelGAN’s transposed convolutions do in the generator?
    • Convert the waveform back into text
    • Choose the phonemes in the input sentence
    • Upsample the mel-spectrogram representation toward the audio waveform rate
    • Reduce the number of audio samples to zero
  8. Which audio domains did the MelGAN paper use to illustrate the generality of its techniques?
    • Machine translation, image captions, and video subtitling
    • Only speech recognition and speaker identification
    • Text summarization, code generation, and image classification
    • Speech synthesis, music-domain translation, and unconditional music synthesis