多模态 AI

题集来源:AMIT SHEKHAR(amitshekhariitbhu)收录项目:ai-engineering-interview-questions查看原题集

题目目录

30 道原题
  1. What are Multimodal AI models, and how do they process different types of data?

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  2. How do vision-language models process images?

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  3. How do Image Embeddings work?

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  4. How does CLIP work, and why is it important for multi-modal AI?

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  5. What are the key architectures for multi-modal models?

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  6. How does image generation work with diffusion models (Stable Diffusion, DALL-E, Flux)?

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  7. What is text-to-speech (TTS), and what models are used for it?

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  8. How does speech-to-text (Whisper) work?

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  9. Budget the end-to-end latency for a real-time voice agent (VAD, ASR, LLM, TTS, network). Where does the time go?

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  10. How do you handle barge-in (user interruptions) in a voice agent?

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