Exam AI-900 topic 1 question 201 discussion

I vote for Y N Y A webchat bot can interact with users visiting a website: Yes, a webchat bot can be implemented on a website to provide automated responses and interact with users in a conversational manner. Automatically generating captions for pre-recorded videos is an example of natural language processing: No, automatically generating captions for videos typically falls under the domain of speech recognition or audio processing, rather than natural language processing. NLP primarily deals with understanding and processing human language in textual form. A smart device in the home that responds to questions such as "What will the weather be like today?" is an example of natural language processing: Yes, a smart device that can understand and respond to natural language queries or commands, such as asking about the weather, relies on natural language processing techniques to interpret and process the user's input and provide a relevant response. (Chat GPT)

Given answer is correct. Speech and Conversational AI workloads come under NLP. Source : https://learn.microsoft.com/en-us/training/modules/get-started-ai-fundamentals/5-understand-natural-language-process

Copilot NLP can indeed be applied to pre-recorded videos, especially in the context of generating captions. Here's how it works: Speech Recognition: This is the first step, where the audio from the pre-recorded video is converted into text. This process is often handled by Automatic Speech Recognition (ASR) systems, which are a part of NLP. Language Processing: Once the speech is transcribed into text, NLP techniques are used to ensure the text is coherent, contextually appropriate, and segmented correctly for captions. Synchronization: The transcribed text is then synchronized with the video to create accurate captions that match the timing of the spoken words.

Y Y Y 2) Auto generating caption... IMHO Speech recognition (Speech2Text) is a part of Natural Language Processing

Answer is Y/N/N

YNY is the correct answer

The answer is Yes Yes No.

I vote for Y Y N 3) A smart device in the home that responds to questions such as “What will the weather like today?” is an example of conversational AI.

Y/N/N is answer

Y,N,N Speech recognition is separate from NLP. Simple google search: Is NLP used in speech recognition? NLP and Voice Recognition are complementary but different. Voice Recognition focuses on processing voice data to convert it into a structured form such as text. NLP focuses on understanding the meaning by processing text input. Voice Recognition can work without NLP , but NLP cannot directly process audio inputs.

YYY is the answer. https://learn.microsoft.com/en-us/training/modules/recognize-synthesize-speech/1-introduction Speech recognition is concerned with taking the spoken word and converting it into data that can be processed - often by transcribing it into a text representation. The recognized words are typically converted to text, which you can use for various purposes, such as. - Providing closed captions for recorded or live videos

I got in exam 5/9/23

same as Q145 responses YNY

Yes No - Speech Yes - NLP

3. Yes. it seems Natural language understanding is a broad term where Conversational language understanding is a subset: https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/

1. YES 2. no - speech 3. no - conversational AI

YES YES NO