[mirtoolbox] Re: miremotion

  • From: Olivier Lartillot <olartillot@xxxxxxxxx>
  • To: mirtoolbox@xxxxxxxxxxxxx
  • Date: Tue, 18 Jan 2011 15:17:33 +0200

Hi Mark, Diego and Alan.

Sorry for the late reply.

This is right, there does not seem to be any clear explanation in the 
documentation yet, concerning the numerical scale used for the representation 
of each emotion class or dimension. Basically, each class or dimension is 
supposed to have values spanned in the interval [1,7]. Value 1 would correspond 
to very low value, and value 7 to very high value. We use this convention 
because we collected listeners' emotional ratings exactly the same way, as it 
corresponds to a classical Libert scale used in experimental psychology.

But even if the model was constructed using observation spanning in the 
interval [1,7], particular audio examples, not considered in the training, can 
extend beyond that range. So the interval [0,8] looks like a more probable 
range of value for these dimensions and concepts.

The model presented in the ISMIR 2009 paper corresponds more or less to the one 
available in version 1.3 of the toolbox. Version 1.3.1 contains major 
improvements that would have a significant effect on the emotion model, however 
miremotion has not been re-calibrated properly for this new version. I hope we 
will offer an update of the emotion model soon.

Best regards,

Olivier

Le 11.1.2011 à 17.30, Mark Mann a écrit :

> Hi
>  
> I have a question about miremotion.
>  
> The output for a music file in which the ‘Frame’ function has been used 
> results in a graph showing the temporal variation of the coefficients for 
> happy, sad, etc.
>  
> I’ve read the paper and the MIRtoolbox guide, but I still can’t work out what 
> this coefficients mean. Does a coefficient of say 6 in sad and 1 in happy 
> mean that it is 6 times as happy as sad, or simply much more sad than happy, 
> or vice versa?
>  
> Thanks and best wishes
>  
> Mark Mann
>  
> BBC Research & Development
>  
>  
>  
> 
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