An exhaustive variable selection study for linear models of soundscape emotions: rankings and Gibbs analysis

R San Millán-Castillo, L Martino… - … on Audio, Speech …, 2022 - ieeexplore.ieee.org
In the last decade, soundscapes have become one of the most active topics in Acoustics,
providing a holistic approach to the acoustic environment, which involves human perception …

A variable selection analysis for soundscape emotion modelling using decision tree regression and modern information criteria

R San Millán-Castillo, L Martino, E Morgado - IEEE Access, 2024 - ieeexplore.ieee.org
During the last decade, soundscape research has become one of the most active topics in
Acoustics. This work provides a nonlinear variable selection analysis over the well-known …

Classifying perceived emotions based on polarity of arousal and valence from sound events

P Krishan, F Abri - 2022 IEEE International Conference on Big …, 2022 - ieeexplore.ieee.org
Sonification uses sounds to glean insights about information and activities in a person's life.
There are two types of emotions based on sounds: perceived emotions and induced …

Emotional parameter estimation from emo-soundscapes dataset using Deep Convolutional Autoencoders

F Serradilla, Á San Juan, D Martínez-Iñigo - Multimedia Tools and …, 2024 - Springer
Predicting the emotional responses of humans to acoustic features in the surrounding
environment has a highly potential of applications in different fields, ranging from …

The Analysis of Music Emotion and Visualization Fusing Long Short-Term Memory Networks under the Internet of Things

Y Cao, J Park - IEEE Access, 2023 - ieeexplore.ieee.org
This paper aims to provide an automatic analysis of music emotion, enhancing users' ability
to perceive and comprehend the emotional nuances conveyed in music intuitively. It first …

Joint Learning of Emotions in Music and Generalized Sounds

F Simonetta, F Certo, S Ntalampiras - Proceedings of the 19th …, 2024 - dl.acm.org
In this study, we aim to determine if generalized sounds and music can share a common
emotional space, improving predictions of emotion in terms of arousal and valence. We …

[PDF][PDF] Sonifying walking: A perceptual comparison of swing phase mapping schemes

PR Kantan, S Dahl, EG Spaich… - Proceedings of the 7th …, 2022 - academia.edu
Past research on the interactive sonification of footsteps has shown that the signal properties
of digitally generated or processed footstep sounds can affect the perceived congruence …

[PDF][PDF] Variable selection analysis for decision tree regression models of soundscapes emotions

R San Millán-Castillo, L Martino… - … de Acústica XII …, 2022 - documentacion.sea-acustica.es
Signal regression models are useful tools for prediction, interpolation and smoothing.
Countless variables are considered to characterize acoustic signals. However, models with …

Comparing Paid and Volunteer Participants in Emotional Responses to Sound

KC Collins, A Manji - Proceedings of the 19th International Audio Mostly …, 2024 - dl.acm.org
The hedonic and affective testing of sound effects lacks methodologies and empirical
evidence around best practices for running experiments. We used a paired comparison …

[PDF][PDF] Computación Afectiva Multimodal en Dispositivos wearable con Aplicaciones en la Detección de la Violencia de Género

ER GONZÁLEZ - violenciagenero.igualdad.gob.es
A continuación, las aportaciones de este capítulo se basan en nuestro estudio de los
sistemas de reconocimiento de hablantes en condiciones de variabilidad, 1) la …