I don't think so. I've never had a partner, but I feel like it's because my stuttering has damaged my confidence. But if I were more confident, I'm sure that (depending on the person) it would be much easier for me to approach people. Remember that stuttering can only define your personality when you're ashamed of it and it makes you insecure.