From the course: AI in Connected Products (AIOT)
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NLP models
From the course: AI in Connected Products (AIOT)
NLP models
- [Instructor] We learned that natural language processing is the AI that can understand language or text or voice, trained using data from IOT sensors for chatbots and voice assistants and scanned documents. Let us learn the common models behind NLP generative AI from connected device data. I'm going to teach you about three exciting NLP models that covers the world of language and generative AI for chatbots, Natural language understanding, or NLU, voice AI for text-to-speech conversion, and intent-based chatbots. Natural language understanding, or NLU, is the core model behind all voice assistants in the NLP systems. NLU creates the algorithm to break down understanding of a language as text. Voice assistants use a speech-to-text converter and call a NLU in the cloud to understand what a customer wants to understand their intent. For example, if I ask a voice assistant, what is the temperature in Lagos? It takes my…
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