- 452 -Mazzola, Guerino / Noll, Thomas / Lluis-Puebla, Emilio: Perspectives in Mathematical and Computational Music Theory 
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The profile fP| K=i is described in terms of co-ordinates ski on the axes uk. ski is the projection - in the x2 -metric - of  profile fP| K=i onto the axis uk.
Vice versa we have
 ( ) F K|P = VDU' FP,P -1= VZ. (12) ----- ----- =:Z=(zij)
The profile  K|P=j f is described in terms of co-ordinates zkj on the axes vk.

Each key K = i is given by its pitch class profile  P|K=i f . In Figure 3 key K = i is represented by its first two coordinates (s1i,s2i).

Each pitch class P = j is given by its key profile  K |P=j f . In Figures 3 and 7, pitch class P = j is represented by its first two coordinates (z1j,z2j).

6.2 Details of Chew’s Model with Choice of Parameters

We use a simplified instance of Chew’s more general model (Chew2000). It proposes a spatial arrangement such that tones, triads and keys are represented as vectors in three-dimensional space. For j (- IN tones are denoted by t(j) (- IR3 , proceeding in steps of one fifth interval from index j to index j + 1 . We denote major and minor triads by cM(j),cm(j) (- IR3 , and Major and minor keys by kM(j),km(j) (- IR3 , respectively.

The tones are arranged in a helix turning by p/2 and rising by a factor of h per fifth:

 ( ( ) ( ) ) t(j) = sin jp- ,cos jp- ,jh (13) 2 2
Both Major and minor triads are represented as the weighted mean of their constituent tones:
cM(j) = m1t(j)+ m2t(j + 1)+ m3t(j + 4) (14) cm(j) = m1t(j)+ m2t(j + 1)+ m3t(j - 3) (15)
The keys are represented as weighted combinations of tonic, dominant, and subdominant, with the minor keys additionally incorporating some of the Major chords:
kM(j) = m1cM(j)+ m2cM(j + 1)+ m3cM(j - 1) (16) (3 1 ) km(j) = m1cm(j)+ m2 4cM(j + 1)+ 4cm(j + 1) (17) ( ) + m3 3cm(j- 1)+ 1cM(j - 1) . (18) 4 4

We choose the parameters so as to obtain a good fit with the data from Bach’s WTC I (Fugues), resulting in the following parameter settings:

 1 1 1 p m = (m1,m2,m3) = (2, 4,4) and h = 6-. (19)

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- 452 -Mazzola, Guerino / Noll, Thomas / Lluis-Puebla, Emilio: Perspectives in Mathematical and Computational Music Theory