Sign in

username:

password:



Not a member?

Search matlab



Search tips

Subscribe to matlab



matlab by Keywords

Atanh | Autocorrelation | Bandpass Filter | C++ | Conv | Database | Deconv | Excel | FFT | Filter | Filtering | FIR | Fourier Transfrom | FSK | Gaussian Noise | Haykin | IFFT | Image | Java | LFSR | LMS | LPC | MEX | OFDM | QPSK | Radix | Random | Sampling | Segmentation | Simulink | Visual Basic | Waveform | Wavelet

Ads

Discussion Groups

Discussion Groups | Matlab DSP | Aggression Detection

Technical discussion about Matlab and issues related to Digital Signal Processing.

  

Post a new Thread

Aggression Detection - anni...@gmail.com - Jul 30 10:44:30 2008



Hello,

At the request of a friend I started a project to detect aggression in workplace  meeting
situations using voice processing http://code.google.com/p/aggressiondetector/

The situation that the projects seeks to address was described as follows:

    "Everyone starts out calm, but then an idea will be debated. Some debaters are under
the impression that the loudest, most aggressive argument will win. So they start to yell.
Gradually, the noise increases from discussion to yelling, because others feel as if they need
to yell to be heard over the din of the original yeller."  More of this is described in
the spec sheet:  http://code.google.com/p/aggressiondetector/wiki/SpecSheet

Research suggests that the three best cues for verbal aggression are fundamental frequency (,
the ratio of signal energy below and above 1000 Hz (RE), and the standard deviation of the
energy of the three highest peaks in the spectrum.

I have started to write some matlab scripts that look at  frequency ranges over time and now
using those to look at recordings of  angry vs. non-angry conversations. 

I was wondering if anyone is doing something similar and/or would be willing to share code that
would help in the endeavor of aggression detection in work meeting environments as described
above. 

Annina



(You need to be a member of matlab -- send a blank email to matlab-subscribe@yahoogroups.com )