Guide-linked quiz · Medium Level

Tacotron 2 Quiz

Review Tacotron 2’s text-to-mel pipeline, attention safeguards, and the learned stop prediction that determines utterance length.

Related guide pathsTacotron 2
Question 1 of 8

What intermediate representation does Tacotron 2 predict from text?

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  1. What intermediate representation does Tacotron 2 predict from text?
    • A mel-spectrogram
    • A JPEG image
    • Raw text phonemes only
    • A MIDI file
  2. What converts Tacotron 2's spectrogram into an actual waveform?
    • A spell checker
    • A modified WaveNet vocoder
    • A search engine
    • A convolutional image classifier
  3. What problem does location-sensitive attention help prevent?
    • Overheating the GPU
    • Loss of internet connection
    • Repeated or skipped words during synthesis
    • Spelling mistakes in the input text
  4. How does Tacotron 2 determine that it has generated the end of an utterance?
    • A human must press a button for every utterance
    • It always generates a fixed number of frames
    • The vocoder detects silence and interrupts the decoder
    • A learned stop-token prediction signals the decoder to stop
  5. What overall architecture style does the text-to-spectrogram part use?
    • Sequence-to-sequence with attention
    • A simple lookup table
    • A decision tree
    • A static rule set
  6. Which later model is a faster, non-autoregressive successor in spirit to Tacotron 2?
    • ResNet
    • FastSpeech 2
    • BERT
    • AlexNet
  7. What does the post-net in Tacotron 2 refine?
    • The input text spelling
    • The speaker’s identity metadata
    • The predicted mel-spectrogram
    • The final transcript punctuation
  8. What does FastSpeech 2 add as conditioning information for speech variation?
    • A video soundtrack transcript only
    • A random microphone serial number
    • A mandatory image embedding
    • Pitch, energy, and more accurate duration information

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