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| Section | Weight | Objectives |
|---|---|---|
| Speech Processing | 22% | - Speech Processing Lab Guide - Speech Processing Theory and Applications |
| Natural Language Processing (NLP) | 20% | - NLP Theory and Applications - NLP Lab Guide |
| Huawei AI Ecosystem and ModelArts | 16% | - ModelArts Lab Guide - Huawei AI Strategy and Ecosystem Overview - ModelArts Platform Overview |
| AI Fundamentals and Neural Networks | 4% | - Neural Network Basics |
| Computer Vision (Image Processing) | 26% | - Image Processing Lab Guide - Image Processing Theory and Applications
|
1. What are the time domain parameters of speech signals? (Multiple choice)
A) Short-term energy
B) Short-term autocorrelation coefficient
C) Short-term zero-crossing rate
D) Short-time average amplitude difference function
2. The back propagation algorithm is an important method for updating parameters of neural networks. The back propagation algorithm is implemented with the help of which of the following calculation methods?
A) Higher-order differentials
B) Cost Function
C) Computational Graph
D) Chain Rule
3. In certain areas, artificial intelligence is approaching or surpassing human capabilities.
A) False
B) True
4. The Gaussian model uses the Gaussian density function to accurately quantify things and decomposes one thing into several models based on Bernoulli distribution.
A) False
B) True
5. Image segmentation is to segment the part of the image that contains people.
A) False
B) True
Solutions:
| Question # 1 Answer: A,B,C,D | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: A |
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