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When you have the audio files stored in the cloud, they would extract the features out of it and they will try to correlate it. you can say correlation is a process where you try to look at how they look mathematically and try to find similarities in time or efficacy domain, and then the cloud would return you the location of the leak. this system is underpinned by a massive archive of audio files — hundreds of thousands of recordings of leaky pipes from around the world. not only does this inform the cloud correlation, but it should let the ai identify any given leak. but how effective is i...

To correlate it. you can say correlation is a process where you try to look at how they look mathematically and try to find similarities in time or efficacy domain, and then the cloud would return you the location of the leak. this system is underpinned by a massive archive of audio files — hundreds of thousands of recordings of leaky pipes from around the world. not only does this inform the cloud correlation, but it should let the ai identify any given leak. but how effective is it? previously, using old techniques, we've had like a 50% success rate. so, out of areas that we go into, 50% o...

Neil and his team place these sensors under a drain cover overnight. what's the next stage in that process? so, basically, we use the app now. so, this little device is bluetooth, bluetooth talks to the phone, and the phone then talks to the cloud, and all the analysis is done in the cloud. the graph tells you that consistent noise, firstly, and then a! has said "ok, i have taken that noise, "recognised it, and it is a small leak." hisses oh, wow! so, that is the actual sound of a leak? right now on the system. so, it is a live capture, effectively, so you can go "ok, "yeah, i agree with the a...

Signals we have recorded and it is the status of the leak we have detected. this part of the process is called cloud correlation. it's been developed by professor muhammad zeeshan shakir at the university of the west of scotland. when you have the audio files stored in the cloud, they would extract this features out of it and try to correlate it. you can say correlation is a process where you try to look at how they look mathematically and try to find similarities in time or efficacy domain, and then the cloud would return you the location of the leak. this system is underpinned by a massive a...