Macy, who won the award for Outstanding Performance by a Male Actor in a Comedy Series, told reporters backstage that "it's hard to be a man these days," reported Entertainment Weekly.
"I think a lot of us feel like we're under attack, and that we need to apologise, and perhaps we do, and perhaps we are. But we'll keep talking. To repeat, I'm blessed that I'm in this business," he said.
The actor, who has two daughters, said he feels it is a good time to be a girl.
"I have two daughters, and I feel girls are ascendant, and I'm thrilled for them... I'm proud of this business, because such things as safety in the workplace I think that's done. We're not going back. It's changed. It changed in an instant, and its not going back," he said.