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Prosodic characterization of subjects from different Brazilian Portuguese varieties in different signal-to-noise ratio

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Author(s):
Ana Carolina Constantini
Total Authors: 1
Document type: Doctoral Thesis
Press: Campinas, SP.
Institution: Universidade Estadual de Campinas (UNICAMP). Instituto de Estudos da Linguagem
Defense date:
Examining board members:
Plinio Almeida Barbosa; Vandersi Sant'Ana Castro; Maria Filomena Spatti Sândalo; Sandra Madureira; Zuleica Antonia de Camargo
Advisor: Plinio Almeida Barbosa
Abstract

Prosody is usually studied by means of three classic parameters: fundamental frequency, intensity and duration. As for as dialectology is concerned, prosody has not been the main focus of the research on different dialects. Our goal is to characterize and differentiate Brazilian Portuguese varieties using prosodic parameters. In order to do that, we analyzed the recordings of spontaneous speech from 35 male subjects from seven different Brazilian regions: São Paulo (SP), Minas Gerais (MG), Rio de Janeiro (RJ), Paraná (PR), Distrito Federal (DF), Northeast (NE) and North (N). The speech samples were segmented in Vowel-to-Vowel units (VV units) using the BeatExtractor script. Later, the ProsodicDescriptorExtractor script was used to extract eight prosodic measures which are: speech rate (VV units/s), mean, standard deviation and skewness of the normalized z-score, prominence rate (peaks of z-score/s), median of fundamental frequency, spectral emphasis and rate of non prominent VV units/s. The statistical analysis revealed that five prosodic parameters were able to identify at least one variety and then differentiate it from the others. Fundamental frequency median and spectral emphasis created two groups which separated N and DF (DF is located at West-Central region, near North region) from all the other varieties, considering that N and DF were characterized by high values of these two parameters. On the other hand, skewness of z-score and rate of non prominent VV units/s set DF and N in different groups. Standard deviation of z-score pointed to differences between North varieties and South varieties. We concluded that prosodic parameters can be useful to differentiate Brazilian Portuguese varieties. Another goal of the current study was to analyze the spontaneous speech 'recordings in distinct signal-to-noise ratios. The analysis has shown that Gaussian, additive noise modifies the values for median of F0 and spectral emphasis (the least has changed 154% related to the original values). The results revealed that the rhythmic organization of the speech chain is more indicated to the analysis of acoustic parameters in the presence of noise. Finally, 20 listeners were recruited to answer a perceptual test (free classification test) about the different varieties spoken in Brazil (we used the same spontaneous speech recordings to run the perceptual test). Rio de Janeiro was the most recognized variety, which presented 90% of correct answers, followed by the NE variety. The closeness of the listeners¿ own origin to the regions of the spoken varieties contributed to correct identifications (AU)

FAPESP's process: 11/00471-8 - Individualization of prosodic parameters in high- and low-signal-to-noise ratio utterances
Grantee:Ana Carolina Constantini
Support Opportunities: Scholarships in Brazil - Doctorate