Is this rude?

My mom and I were sitting across from two people on a bus in a small area together. The two people were speaking a different language and it sounded interesting, we wanted to know what it was. When we got off we asked them what language they were speaking and they told us. Is it rude to ask someone what language they are speaking?

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