John Coltman did research into the effects that material and wall thickness had on the sound of a flute. REAL flute players were involved in the testing.
The write up of this rather technical stuff is at
http://ccrma.stanford.edu/marl/Coltman/
The conclusion was that:
"No evidence has been found that experienced listeners or trained players can distinguish between flutes of like mouthpiece whose only difference is the nature and thickness of the wall material of the body, even when the variations in the material and thickness are very marked. Of course it is possible that individuals exist whose discriminatory senses are keen enough to find a distinction, but if so, they are certainly not common. Moreover, the results suggest that even careful attempts to produce identical sounds on the same instrument produce variations that are more perceptible than any that might be associated with the material...."
But what I am keen to present in this thread is the following that Coltman said in relation to criticism of his double-blind experiment:
"The player cannot, under normal playing circumstances, dissociate his
personal preferences and prejudices from the question at hand. In the case
of the three `flutes` I constructed, nearly every player who picked them up
and tried them had a preference for one or the other. Often he would
describe his impressions - the wooden flute has a` fuller` tone, the silver
one projects much better, etc. He was then usually baffled to find that he
could not identify any of the instruments under the `blindfold` conditions I
described. The plain facts are that his judgement is influenced by
preconceived notions and mental associations of tone quality with other
properties of the material. This is a normal human reaction, intensified in
the case of those trained to incorporate feeling into their art, and to whom
the instrument becomes, in effect, an extension of their own body and
personality. I do not belittle this attitude; it is, I believe, a desirable
condition for the achievement of the fullest artistic expression. It is just
not suited for answering narrow, objective questions like the one I posed -
namely: can the material of which a flute is made directly influence the
tone quality produced. To successfully carry out meaningful work on
questions like this, it is essential not only to eliminate as far as
possible variations other than the one that is being tested, but also to
remove form the experiment personal predispositions, associations and
prejudices."