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)
Generating captions for pre-recorded videos can involve both speech recognition and natural language processing (NLP). Here's how it relates to speech:
Sorry, but I'm not so sure the second is No. There are different articles for the topic and I found something that seems demonstrate Speech is included in NLP.
https://learn.microsoft.com/en-us/training/paths/explore-natural-language-processing/
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
I disagree. NLP Covers Speech and Conversational workloads in "real time". The question states a pre-recorded video. NLP does not do pre-recorded videos.
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
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.
And where did you see that NLP deals with speech? https://learn.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing
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
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/
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