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1. Seq2Seq is a model that translates one sequence into another sequence, essentially consisting of two recurrent neural networks (RNNs), one is the Encoder, and the other is the ---------. (Fill in the blank.)
2. Which of the following is a learning algorithm used for Markov chains?
A) Baum-Welch algorithm
B) Forward-backward algorithm
C) Exhaustive search
D) Viterbi algorithm
3. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.
A) TRUE
B) FALSE
4. What type of task is viewed when using the Seq2Seq model in speech recognition?
A) Classification task
B) Regression task
C) Clustering task
D) Dimensionality reduction task
5. Which of the following statements about the multi-head attention mechanism of the Transformer are true?
A) The multi-head attention mechanism captures information about different subspaces within a sequence.
B) The concatenated output is fed directly into the multi-headed attention mechanism.
C) The dimension for each header is calculated by dividing the original embedded dimension by the number of headers before concatenation.
D) Each header's query, key, and value undergo a shared linear transformation to obtain them.
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A,C |
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