A flexible bio-inspired hierarchical model for analyzing musical timbre

A flexible and multipurpose bio-inspired hierarchical model for analyzing musical timbre is presented in this paper. Inspired by findings in the fields of neuroscience, computational neuroscience, and psychoacoustics, not only does the model extract spectral and temporal characteristics of a signal, but it also analyzes amplitude modulations on different timescales. It uses a cochlear filter bank to resolve the spectral components of a sound, lateral inhibition to enhance spectral resolution, and a modulation filter bank to extract the global temporal envelope and roughness of the sound from amplitude modulations. The model was evaluated in three applications. First, it was used to simulate subjective data from two roughness experiments. Second, it was used for musical instrument classification using the k-NN algorithm and a Bayesian network. Third, it was applied to find the features that characterize sounds whose timbres were labeled in an audiovisual experiment. The successful application of the proposed model in these diverse tasks revealed its potential in capturing timbral information.

Relation longitudinale entre les troubles extériorisés et intériorisés chez les garçons et les filles d’âge primaire : exploration du dual failure model

Ce mémoire a pour objectif d’établir la relation longitudinale entre les troubles extériorisés identifiés durant l’enfance et le développement ultérieur de troubles intériorisés. Plus spécifiquement, les effets de la victimisation par les pairs et des problèmes académiques dans cette relation seront explorés, ainsi que les différences entre les garçons et les filles. L’étude s’est déroulée pendant 3 ans, auprès de 472 enfants âgés initialement de 6 à 9 ans. Les analyses de régressions linéaires hiérarchiques et les modèles de médiations ont indiqué que la victimisation par les pairs avait un effet médiateur dans la relation longitudinale entre les troubles extériorisés et intériorisés, selon le parent seulement. Les problèmes académiques, quant à eux, avaient un effet médiateur dans la relation successive entre les deux troubles, mais selon l’enseignant seulement. Des différences ont également pu être observées entre les genres. La victimisation par les pairs avait un effet médiateur pour les filles, mais pas pour les garçons, selon le parent. Tandis que les problèmes académiques avaient un effet médiateur chez les garçons et chez les filles, selon l’enseignant. La médiation via les problèmes académiques était toutefois plus forte chez les garçons.

Comparisons of an aerosol transport model with a 4-year analysis of summer aerosol optical depth retrievals over the Canadian Arctic

Abstract : This is a study concerning comparisons between the Dubovik Aerosol optical depth (AOD) retrievals from AEROCAN (ARONET) stations and AOD estimates from simulations provided by a chemical transport model (GEOS-Chem : Goddard Earth Observing System Chemistry). The AOD products associated with the Dubovik product are divided into total, fine and coarse mode components. The retrieval period is from January 2009 to January 2013 for 5 Arctic stations (Barrow, Alaska; Resolute Bay, Nunavut; 0PAL and PEARL (Eureka), Nunavut; and Thule, Greenland). We also employed AOD retrievals from 10 other mid-latitude Canadian stations for comparisons with the Arctic stations. The results of our investigation were submitted to Atmosphere-Ocean. To briefly summarize those results, the model generally but not always tended to underestimate the (monthly) averaged AOD and its components. We found that the subdivision into fine and coarse mode components could provide unique signatures of particular events (Asian dust) and that the means of characterizing the statistics (log-normal frequency distributions versus normal distributions) was an attribute that was common to both the retrievals and the model.