Quiz Space

Deep Learning Practice · Quiz 2 · 12 Apr 2026 · January 2026 term

Question 12: You are building an ASR pipeline for Assamese. Complete …

Question 12

+2 marksOne correct option

You are building an ASR pipeline for Assamese. Complete the missing parts of the script to ensure the audio is resampled, features are extracted, and the trainer is initialized correctly.

Based on the above data, answer the given subquestions.

You are building an ASR pipeline for Assamese. Complete the missing parts of the script to ensure the audio is resampled

Choose the option from below to fill in the blank at C.

  1. A

    feature_extractor

  2. B

    tokenizer

  3. C

    collator

  4. D

    None of these

Show answer

Correct answer

  • A

    feature_extractor

See the whole paperTake it as a mock test

Question 12 of 18 in the IIT Madras BS Deep Learning Practice (Deep Learning Practice) Quiz 2 paper sat on 12 Apr 2026, in the January 2026 term (Deep Learning Practice 06 Apr 26). It carries 2 marks.

More questions from this paper

  1. Q1The tensor has shape: When using a pre-trained Transformer-based model (such as Wav2Vec 2.0) for a downstream classific…
  2. Q2When using Wav2Vec2Model to extract hidden states for a downstream task, you set in the model call. In PyTorch, what is…
  3. Q3When fine-tuning a Whisper model using the Hugging Face transformers library, which of the following statements best de…
  4. Q4When working with TTS models like SpeechT5, what is the role of the speaker_embeddings?
  5. Q5Consider the following code snippet: Assume that the audio sample stored in has: : 48,000• : 13,440,000• What is the du…
  6. Q6Calculate the Word Error Rate (WER) for the following example: Actual Sentence : ASR prediction :
  7. Q7In a standard modular speaker diarization pipeline, which of the following processes are responsible for identifying an…
  8. Q8Whisper can be used as a component in a diarization pipeline in which of the following ways?
  9. Q9When implementing diarization with SpeechBrain and PyTorch, which of the following practices are recommended? (Select a…
  10. Q10You are building an ASR pipeline for Assamese. Complete the missing parts of the script to ensure the audio is resample…
  11. Q11You are building an ASR pipeline for Assamese. Complete the missing parts of the script to ensure the audio is resample…
  12. Q13output of print(vocabs) is as given below Based on the above data, answer the given subquestions. For the given code wh…
  13. Q14output of print(vocabs) is as given below Based on the above data, answer the given subquestions. If is generated corre…
  14. Q15In the context of Hugging Face TTS, what is the purpose of the 'Vocoder' component?
  15. Q16Why is it important to normalize or resample reference audio to 16,000 Hz when extracting speaker embeddings for models…
  16. Q17You are building an ASR pipeline for Assamese. Complete the missing parts of the script to ensure the audio is resample…
  17. Q18output of print(vocabs) is as given below Based on the above data, answer the given subquestions.