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BBCNEWS Click June 4, 2024 01:50:00

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 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% of the time we come out with the leak we are looking for. ....

Audio Files , Muhammad Zeeshan Shakir , The Cloud , Cloud Correlation , University Of The West Scotland , Hundreds Of Thousands , Given Leak , Success Rate , The Cloud Correlation ,

BBCNEWS Click June 4, 2024 03:50:00

Of a! that looks for the noises that leaks make, but also filters out the other noises that lea ks don t make. neil and his team place these sensors under a drain cover overnight. it s now time to retrieve them. 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. hissing noise. 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 ai it is a leak . these are the audio 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 th ....

Lea Ks Don T Make , The Cloud , Bluetooth Talks , Hissing Noise , Audio Files , Muhammad Zeeshan Shakir , Uai It , Cloud Correlation , Audio Signals , University Of The West Scotland ,

BBCNEWS Click June 4, 2024 12:52:00

We use the app now, this little device is bluetooth, bluetooth 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 knowledge, recognised it, and it is a small leak. hissing noise. 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 0k, yeah, i agree with the ai, it is a leak. these are the audio 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 audio files stored in the cloud, they would extract this features out of it, and try to co ordinate 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. ....

The Cloud , Hissing Noise , Audio Files , Muhammad Zeeshan Shakir , Cloud Correlation , Audio Signals , University Of The West Scotland ,

BBCNEWS Click June 4, 2024 04:50:00

Of a! that looks for the noises the leaks make but also filters out the other noises that leaks do not make. neil and his team place these sensors under a drain cover overnight. it s now time to retrieve them. what s the next stage in the process? basically we use the app now, this little device is bluetooth, bluetooth 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 knowledge, recognised it, and it is a small leak. hissing noise. 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 ai, it is a leak. these are the audio 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 yo ....

The Cloud , Hissing Noise , Audio Files , Muhammad Zeeshan Shakir , Cloud Correlation , Audio Signals , University Of The West Scotland ,

BBCNEWS BBC News June 4, 2024 17:51:00

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 audio files stored in the cloud, they would extract this features out of it, and try to co ordinate 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 have had a 50% success rate. so out of areas that we go into, 50% of the time we come out with the leak we are looking for. what fido has enabled ....

The Cloud , Audio Files , Muhammad Zeeshan Shakir , Cloud Correlation , University Of The West Scotland , Given Leak , The Cloud Correlation , Hundreds Of Thousands , Success Rate ,