I am using Gaussian mixture model for speaker identification. I use this code to predict the speaker for each voice clip. for path in file_paths: path = path.strip() print (path) sr,audio = r...

I know Google's WebRTC VAD algorithm uses a Gaussian Mixture Model (GMM), but my math knowledge is weak, so I don't really understand what that means. Is it correct to say it's a statistically-base...

I was learning about non-linear clustering algorithms and I came across this 2-D graph. I was wondering which clustering alogirthm and combination of hyper-parameters will cluster this data well. ...

I am trying to fit GaussianMixture using sklearn to a bunch of cat and dog pictures. I feed a numpy array of size (50,30000) where 50 number of data points(25 cats and 25 dog pictures), 30000 is th...

I have some 2D data (GPS data) with clusters (stop locations) that I know resemble Gaussians with a characteristic standard deviation (proportional to the inherent noise of GPS samples). The figure...

I want to plot a Gaussian Mixture Model. The following code allows me to plot 2 separate Gaussians, but where they intersect, the line is very sharp and not smooth enough. Is there a way to plot th...