Certainly the there is still hope, although you need luck. There are at least three events that could bring one or more new male villagers. Also, as Tzigone suggests, the gong might possibly help. Whether it's worth scouring the screen for that last pebble is up to you to decide.

Personally, I'd start another game in another slot, and look in on your original game when you get the chance.