Are you sure? I'm convinced this time is different. Sure, it's been applied to vision first, but I believe the techniques can be applied to almost any sensory input.
Just the recognition part won't cut it. Look at AlphaGo. It too several different techniques combined to beat the best human Go player in the world. That's a step beyond object classification, but still not enough for AGI.