Domestic cat sound classification using learned features from deep neural nets

YR Pandeya, D Kim, J Lee - Applied Sciences, 2018 - mdpi.com
Featured Application Domestic cats are ancient human pet animal that communicate
through generating sounds. Automatic animal sound classification creates a better human …

Automatic music genre classification based on musical instrument track separation

A Rosner, B Kostek - Journal of Intelligent Information Systems, 2018 - Springer
The aim of this article is to investigate whether separating music tracks at the pre-processing
phase and extending feature vector by parameters related to the specific musical …

Toward language-agnostic speech emotion recognition

S Ntalampiras - Journal of the Audio Engineering Society, 2020 - aes.org
Interestingly, several researchers have employed generative modeling methods for SER.
The usage of Gaussian mixture modeling (GMM) with a universal background model was …

Audio pattern recognition of baby crying sound events

S Ntalampiras - Journal of the Audio Engineering Society, 2015 - aes.org
This article addresses a problem arising within the paralinguistic audio signal processing
domain—that of classifying the state of an infant based on the patterns exhibited by the …

Generalized sound recognition in reverberant environments

S Ntalampiras - Journal of the Audio Engineering Society, 2019 - aes.org
Computational Auditory Scene Analysis (CASA) is typically achieved by statistical models
trained offline on available data. Their performance relies heavily on the assumption that the …

A statistical inference framework for understanding music-related brain activity

S Ntalampiras, I Potamitis - IEEE Journal of Selected Topics in …, 2019 - ieeexplore.ieee.org
Following the success in Music Information Retrieval (MIR), research is now steering
towards understanding the relationship existing between brain activity and the music stimuli …

An efficient audio coding scheme for quantitative and qualitative large scale acoustic monitoring using the sensor grid approach

F Gontier, M Lagrange, P Aumond, A Can, C Lavandier - Sensors, 2017 - mdpi.com
The spreading of urban areas and the growth of human population worldwide raise societal
and environmental concerns. To better address these concerns, the monitoring of the …

Automatic classification of cat vocalizations emitted in different contexts

S Ntalampiras, LA Ludovico, G Presti, E Prato Previde… - Animals, 2019 - mdpi.com
Simple Summary Cat vocalizations are their basic means of communication. They are
particularly important in assessing their welfare status since they are indicative of …

A Music Classification Approach Based on the Trajectory of Fifths

T Łukaszewicz, D Kania - IEEE Access, 2022 - ieeexplore.ieee.org
In this paper we examine the applicability of the trajectory of fifths as a source of knowledge
in automated music classification processes. The study shows that such trajectories provide …

Acoustic gender and age classification as an aid to human–computer interaction in a smart home environment

D Vlaj, A Zgank - Mathematics, 2022 - mdpi.com
The advanced smart home environment presents an important trend for the future of human
wellbeing. One of the prerequisites for applying its rich functionality is the ability to …