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The noise is a problem for voice commanding robots.

 The noise is a problem for voice commanding robots. 




Artificial intelligence and especially in voice commands is one problem. And the name of that problem is noise. When people are giving orders to robots the problem is how to filter those orders which given in purpose from the noise around the area. The selection is important when the orders are given to robots that operate in the middle of people. 

The voice commands what the robot that operates at the station can consist of things that "would you step away" or "help" which means some person needs help. But how to separate the ask for carrying packages from the cases where somebody drops on the railway? And of course, there are many commands that robots should not follow in every case. The thing is that if the robots would get command to hurt somebody. 

That robot should not follow it. But the problem is how the robot separates the orders from the "ducky talk". One version is, of course, following the way that is used in the training of dogs. In that method, there is the gesture. That is given before the command. And that gesture will prepare the robot for command. 

But there is a possibility that the gesture is connected to some mark. Like ring or jewelry that confirms robot that person is allowed to give such orders. There is the possibility that in the wristwatch or ring. Is hidden the QR-code that is telling that the person has certain rights to the system. That kind of system can use when some persons are giving special orders to robots. 

The thing is that if we think. That AI-controlled robot operates on the battlefield. Or at security missions. The robot must separate orders from the noise. There is the possibility. That in those areas robots are disturbed by using loudspeakers. By faked sounds like copied speech or speech images, there is possible that enemy operators are trying to turn robot attacks against their masters. 

The man-shaped robot is one of the things that is a very interesting tool. The robot itself is a multipurpose system. And the AI or operating system determines the things that robots can use. There is the possibility that cleaner or cargo robots have so-called "ghost protocol". That means that when a robot sees things like weapons it activates the protective model. Or if somebody is in danger, The sign that is given to the robot must be clear enough. 

There is an article below this text.  There is introduced how neuroscience is used to filter noise. From the orders which are given in purpose. But the thing is that there are many other ways to make the robot separate the noise or unauthorized commands from the commands that are given in purpose. And by people who have the authorization to give certain types of commands for robots. 


https://www.quantamagazine.org/ai-researchers-fight-noise-by-turning-to-biology-20211207/


Image 1)https://techbullion.com/machine-learning-market-profile-to-triumph-existing-processes-in-nearly-all-business-verticals-manifests-stupendous-growth/


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