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Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

1. What does text analysis in speech synthesis include? (Multiple choice)

A) Prosody Analysis
B) Missing Completion
C) Text Normalization
D) Speech Analysis

2. Which of the following is the correct solution process for maximum likelihood estimation?
1. Log-likelihood function
2. Probability density function
3. Likelihood function
4. Derivative and set the equation to 0
5. Solve equations

A) 1-3-4-2-5
B) 2-1-3-4-5
C) 4-1-3-2-5
D) 2-3-1-4-5

3. Which of the following descriptions of gradient disappearance and gradient explosion are correct? (Multiple choice)

A) One of the reasons for the disappearance of gradients is the use of inappropriate activation functions in deep networks, such as sigmoid
B) Gradient explosion usually occurs in deep networks and when the weight initialization value is too large
C) The gradient explosion problem can be effectively solved by simple gradient clipping
D) The gradient disappearance problem can be effectively solved by simple gradient clipping

4. Take a photo indoors on a cloudy day with poor lighting. Calculate the brightness histogram of the photo. What shape might it be?

A) The right side is relatively flat, and the left side has a peak. (The image is relatively low in brightness)
B) There is a peak on each side
C) The left side is relatively flat, and the right side has a peak. (The image is brighter)
D) The waveform is uniform and has no peaks

5. What text annotation tasks does ModelArts support?

A) Text Classification
B) Text triples
C) All of the above are true
D) Name recognition

Solutions: