Being deep sleeper is not a bad thing so I don't think you need to learn to be light sleeper. It's great that your husband is willing to take on night duties so instead of trying to help at night, why not take full responsibility during the day so husband can rest. And don't worry, the newborn days soon will pass and night duty will get easier and easier :).
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