You can teach yourself to sing, to a certain degree. You probably can't get as good as with a teacher, but you can improve.
I started singing a bit more when I picked up the guitar a couple years ago. Occasionally I would record it, to listen to it afterwards. This helped me hear what issues I had with my singing, and I feel I've improved a lot since then.
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