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Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

1. Which of the following are the impacts of the development of large models?

A) Model pre-training costs will be reduced
B) Large models will completely replace small and domain-specific models
C) Data privacy and security issues will be exacerbated
D) The accuracy and efficiency of natural language processing tasks will improve

2. What are the advantages of deep learning-based speech recognition algorithms?

A) No data training
B) End-to-end task processing
C) Forced alignment of annotated data
D) Automated feature extraction

3. Which of the following statements are true about the differences between using convolutional neural networks (CNNs) in text tasks and image tasks?

A) When the CNN is used for text tasks, the kernel size must be the same as the number of word vector dimensions. This constraint, however, does not apply to image tasks.
B) CNNs are suitable for image tasks, but they perform poorly in text tasks.
C) Color image input is multi-channel, whereas text input is single-channel.
D) For CNN, there is no difference in handling text or image tasks.

4. The mAP evaluation metric in object detection combines accuracy and recall.

A) FALSE
B) TRUE

5. Which of the following is not an acoustic feature of speech?

A) Frequency
B) Duration
C) Amplitude
D) Semantics

Solutions: