what does the phrase " strange to tell " means in the voice of the rain ?

This poem by Walt Whitman, personifies rain. In other words, the poet grants rain, an inanimate object, human like qualities. Thus, the poet finds it unusual that the rain responds to his questions.The poet asked the Rain "And who art thou?" and was surprised to receive a reply from "rain".