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 …
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
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 …
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
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
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 …
sistemas de reconocimiento de hablantes en condiciones de variabilidad, 1) la …