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Regarding microphone arrays, is there a good description somewhere online which explains the mathematics of picking out the sound from one place using a mic arr
by dan-robertson 6y ago
Regarding microphone arrays, is there a good description somewhere online which explains the mathematics of picking out the sound from one place using a mic array?
- dan-robertson 6y agoI didn’t find any reference but the algorithm is approximately this: 1. Assume there is one point source of sound which dominates everything else 2. Input two frames of samples, s and t, and compute cross correlation: a measure of how similar they are for a given delay between samples n(k) := sum(s(i) t(i+k)) / (s•s)(t•t) 3. Find the k which maximises n(k) 4. Do some beamforming to improve the signal to noise ratio. This sounds complicated but basically you just shift t by k samples and average it with s. I’m not really sure how this works if k changes over time, but I guess something could be done to change it in a more continuous way. I also don’t really know how it works with more than two microphones or if you know the geometry of the array.