What exactly do the DSPs in those AV machines do? Are they basically like a special-purpose CPU for offloading certain tasks to?

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Short answer is Yes. Think of them as media-specific coprocessors. They get more of those specific tasks done per clock cycle than do general-purpose CPUs.