Perceptual scaling of synthesized musical timbres: common dimensions, specificities, and latent subject classes. 1995

S McAdams, and S Winsberg, and S Donnadieu, and G De Soete, and J Krimphoff
Laboratoire de Psychologie Expérimentale (CNRS), Université René Descartes, EPHE, Paris, France.

To study the perceptual structure of musical timbre and the effects of musical training, timbral dissimilarities of synthesized instrument sounds were rated by professional musicians, amateur musicians, and nonmusicians. The data were analyzed with an extended version of the multidimensional scaling algorithm CLASCAL (Winsberg & De Soete, 1993), which estimates the number of latent classes of subjects, the coordinates of each timbre on common Euclidean dimensions, a specificity value of unique attributes for each timbre, and a separate weight for each latent class on each of the common dimensions and the set of specificities. Five latent classes were found for a three-dimensional spatial model with specificities. Common dimensions were quantified psychophysically in terms of log-rise time, spectral centroid, and degree of spectral variation. The results further suggest that musical timbres possess specific attributes not accounted for by these shared perceptual dimensions. Weight patterns indicate that perceptual salience of dimensions and specificities varied across classes. A comparison of class structure with biographical factors associated with degree of musical training and activity was not clearly related to the class structure, though musicians gave more precise and coherent judgments than did non-musicians or amateurs. The model with latent classes and specificities gave a better fit to the data and made the acoustic correlates of the common dimensions more interpretable.

UI MeSH Term Description Entries
D008144 Loudness Perception The perceived attribute of a sound which corresponds to the physical attribute of intensity. Loudness Perceptions,Perception, Loudness,Perceptions, Loudness
D008297 Male Males
D008433 Mathematics The deductive study of shape, quantity, and dependence. (From McGraw-Hill Dictionary of Scientific and Technical Terms, 6th ed) Mathematic
D008875 Middle Aged An adult aged 45 - 64 years. Middle Age
D008960 Models, Psychological Theoretical representations that simulate psychological processes and/or social processes. These include the use of mathematical equations, computers, and other electronic equipment. Model, Mental,Model, Psychological,Models, Mental,Models, Psychologic,Psychological Models,Mental Model,Mental Models,Model, Psychologic,Psychologic Model,Psychologic Models,Psychological Model
D009146 Music Sound that expresses emotion through rhythm, melody, and harmony. Classical Music,Hip Hop Music,Jazz Music,Rap Music,Rock and Roll Music,Songs,Vocal Melody,Hop Music, Hip,Melodies, Vocal,Melody, Vocal,Music, Classical,Music, Hip Hop,Music, Jazz,Music, Rap,Song,Vocal Melodies
D010898 Pitch Perception A dimension of auditory sensation varying with cycles per second of the sound stimulus. Perception, Pitch,Perceptions, Pitch,Pitch Perceptions
D011214 Practice, Psychological Performance of an act one or more times, with a view to its fixation or improvement; any performance of an act or behavior that leads to learning. Practice (Psychology),Practice, Psychology,Practicing, Psychological,Practicing, Psychology,Psychological Practice,Psychological Practicing,Psychology Practice,Psychology Practicing
D011571 Psychoacoustics The science pertaining to the interrelationship of psychologic phenomena and the individual's response to the physical properties of sound. Psychoacoustic
D005260 Female Females

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