Determining the Euclidean Distance Between Two Steady State Sounds

We describe a perceptual space for timbre, define an objective metric that takes into account perceptual orthogonality and measure the quality of timbre interpolation. We discuss two timbre representations and using these two representations, measure perceived relationships between pairs of sounds on a equivalent range of timbre variety. We determine that a timbre space based on Mel-frequency cepstral coefficients (MFCC) is a good model for a perceptual timbre space.

[1]  Sören Nielzén,et al.  Structure and perception of electroacoustic sound and music : proceedings of the Marcus Wallenberg Symposium held in Lund, Sweden, on 21-28 August 1988 , 1989 .

[2]  A. Bregman Auditory Scene Analysis , 2008 .

[3]  David G. Stork,et al.  Pattern Classification , 1973 .

[4]  G. Soete,et al.  Perceptual scaling of synthesized musical timbres: Common dimensions, specificities, and latent subject classes , 1995, Psychological research.

[5]  J. Berger,et al.  The thirteen colors of timbre , 2005, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005..

[6]  David Wessel,et al.  Timbre Space as a Musical Control Structure , 1979 .

[7]  J. Grey Multidimensional perceptual scaling of musical timbres. , 1977, The Journal of the Acoustical Society of America.

[8]  D. Dennett Quining Qualia , 1993 .

[9]  Harvey Fletcher,et al.  Loudness, Pitch and the Timbre of Musical Tones and Their Relation to the Intensity, the Frequency and the Overtone Structure , 1934 .

[10]  Hiroko Terasawa,et al.  A timbre space for speech , 2005, INTERSPEECH.

[11]  M. Slaney,et al.  PERCEPTUAL DISTANCE IN TIMBRE SPACE , 2005 .

[12]  Edward C. Carterette,et al.  Verbal Attributes of Simultaneous Wind Instrument Timbres: I. von Bismarck's Adjectives , 1993 .

[13]  James F. Blinn,et al.  What's that deal with the DCT? , 1993, IEEE Computer Graphics and Applications.

[14]  J. Bharucha,et al.  Music Perception and Cognition , 2002 .

[15]  S. Lakatos A common perceptual space for harmonic and percussive timbres , 2000, Perception & psychophysics.