surabhisnath / data-sonification-crime-against-women-in-indian-states

Hear her Fear

This repository contains the code for the paper "Hear her Fear: Data Sonification for Sensitizing Society on Crime Against Women in India". The code is written in Supercollider. This work has been accepted at IndiaHCI 2020.

Abstract

Data sonification is a means of representing data through sound and has been utilized in a variety of applications. Crime against women has been a rising concern in India. We explore the potential of data sonification to provide an immersive engagement with sensitive data on Crime Against Women in Indian states. The data for nine crime categories covering thirty-five Indian states over a period of twelve years is acquired from National records. Sonification techniques of parameter mapping and auditory icons are adopted: sound parameters such as frequencies, amplitudes and timbres are incorporated to represent the crime data, and audio sounds of women screams are employed as auditory icons to emphasize the traumatic experience. Higher crime rates are assigned higher frequencies, harsher scream textures and larger amplitudes. A user-friendly interface is developed with multiple options for sequential and comparative data sonification. Through the interface, a user can evaluate or compare the extent of crime against women in different states, years or crime categories. Sound spatialization is used to immerse the listener in the sound and further intensify the sonification experience. To assess and validate effectiveness, a user study on twenty participants is conducted with feedback obtained through questionnaires. The responses indicate that the participants could comprehend trends in the data easily and found the data sonification experience impactful. Sonification may therefore prove to be a valuable tool for data representation in fields related to social and human studies.

Paper

Paper can be found here: https://arxiv.org/pdf/2009.14182.pdf

Video

Accompanying video can be found here: https://youtu.be/16g4ngVcJMk

Contact

Surabhi S. Nath ([email protected])