 If you haven't checked binary chaos.com, please go check it out. There's a lot of Interesting tools. Well, you might or might not find interesting one of the and the two more recent ones this eG to music converter So this one you can select the channel. It's a 16 channel the data is from a IEG Neurovista device. There's a link there You can get the data yourself too Or just use this tool so you can automate the volume and duration automating volume Will obviously look at the amplitudes when there is no a Seizure it should be lower volume when there is a seizure It should in theory be louder Yeah, so this is softer at the end of the Was it a hundred second recording in this case if you go in the beginning and put it to a Hundred you could see the whole recording. It's a seizure onset and it's a quiet time after after the seizure ends and And auto duration will also adjust the audio play a length to the window size So this the hundred is the longest you can get you can see the whole the whole data a I think default is 10 seconds Let's say if you run 14 seconds So this is the seizure on set might become louder and louder on this particular channel And and and It will become softer because there is no the seizure have ended We can look at the same thing on different channels. I don't know 14 for memory sounded more Cheery. Yeah, or maybe annoying So you might do Adjust your volume that you're using on your machine when using the tool It's available online for you to try out for free free as in Freedom not as in beer or GPT for subscription Right. So this is this tool yet to tell for team up to annoying each of one. Let's look at the Different channels they look different the seizures on them Quite different Yeah, it's obviously the longer the window size the leggy the leggy Leggy yeah, it becomes to be careful with that But it's just because loading a lot of data in there Yes, seven. I think it's default to have the seizure on set and then quiet after the seizure Yeah, this one's weird one, but kind of same shape And there are eight electrodes on the left side of the head eight on the right And I don't remember which ones which This application Post seizure as well. Anyway, you get you get the drift There's some description at bottom. Yes, we might get some ads. So for that I have to pay electricity and and this Control is for wavelet the denoising That you can try You went and yeah, I'll show you the frequency spectrum. There's an option to remove the whole spectrum or Overlay it as well You can see the different frequency components Locked to linear frequency scale Filter order you can make it more or less aggressive Those parameters are pretty sure to not affect the music generation. So they actually from another tool. They just affect the the view How many they are Yeah, the music generation is a whole yeah, it's this controls here so you can control the volume or set it Auto volume and auto duration that will adjust itself to So it will play in longer notes if you select the longer window size