Double Fourier analysis for Emotion Identification in Voiced Speech

We propose a novel analysis alternative, based on two Fourier Transforms for emotion recognition from speech -- Fourier analysis allows for display and synthesizes different signals, in terms of power spectral density distributions -- A spectrogram of the voice signal is obtained performing a short time Fourier Transform with Gaussian windows, this spectrogram portraits frequency related features, such as vocal tract resonances and quasi-periodic excitations during voiced sounds -- Emotions induce such characteristics in speech, which become apparent in spectrogram time-frequency distributions -- Later, the signal time-frequency representation from spectrogram is considered an image, and processed through a 2-dimensional Fourier Transform in order to perform the spatial Fourier analysis from it -- Finally features related with emotions in voiced speech are extracted and presented

Happiness and victimization in Latin America

In recent decades, studies on economics have identified happiness as a life quality indicator that not only accounts for individuals’ socioeconomic improvement but also accounts for their interactions with institutions and public goods, such as personal safety and protection of life. This study examines the determinants of individual happiness of Latin American citizens by focusing on whether the individual had been a victim of a crime in the last twelve months. To do this, a generalized ordered logit with partial constraints is used to analyze data obtained from the Americas Barometer Survey of 2014. The individual self- reported level of life satisfaction is used to study its relationship with having been a victim of a crime during the previous year. The results suggest the existence of a negative relationship between having been a victim of a crime in the past twelve months and being very satisfied with life.

¿Costumbre o Reacción? El efecto de ser víctima de delitos y corrupción en la satisfacción con la vida de los colombianos

Colombia ha sido un país con una larga historia de violencia y corrupción, por lo que se hace importante analizar la relación entre la victimización de dichos delitos sufrida por los individuos y su percepción de satisfacción con la vida. Se utiliza información entre 2004 y 2014 contenida en LAPOP, a manera de secciones transversales repetidas. Con el fin de encontrar dicho efecto, se estima robustamente un modelo probabilístico ordenado, en donde los resultados sugieren que la victimización del último año reduce en 6.7 puntos porcentuales la probabilidad de sentirse muy satisfecho con la vida y el haber sido víctima de algún soborno en 5 puntos porcentuales.