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 …
A comparative analysis of modeling and predicting perceived and induced emotions in sonification
Sonification is the utilization of sounds to convey information about data or events. There are
two types of emotions associated with sounds:(1)“perceived” emotions, in which listeners …
two types of emotions associated with sounds:(1)“perceived” emotions, in which listeners …
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 …
Relationship of perceived emotional response to the soundscape and urban green space based on a deep learning approach
X Yang - 2022 - deepblue.lib.umich.edu
While urban greenspace is widely recognized as important for human health and well-being,
research on this topic of urgent importance is regularly not scaled for landscape planning …
research on this topic of urgent importance is regularly not scaled for landscape planning …
Identification of Anomalies in Urban Sound Data with Autoencoders
The growing population in the metropolises is influencing the need to plan cities to be safer
for people. Several Smart Cities initiatives are being implemented in the cities to achieve this …
for people. Several Smart Cities initiatives are being implemented in the cities to achieve this …
[PDF][PDF] Performance analysis of meta-learning and contrastive learning for speech emotion recognition
RK Gandhi - research.tue.nl
Emotion recognition has a variety of applications in many fields. Audio is one of the means
of detecting emotions, the others being facial and body movement recognition, and …
of detecting emotions, the others being facial and body movement recognition, and …
[PDF][PDF] A Comparative Analysis of Modeling and Predicting Perceived and Induced Emotions in Sonification. Electronics 2021, 10, 2519
Sonification is the utilization of sounds to convey information about data or events. There are
two types of emotions associated with sounds:(1)“perceived” emotions, in which listeners …
two types of emotions associated with sounds:(1)“perceived” emotions, in which listeners …