Pregled bibliografske jedinice broj: 1096678
Classification of Music Artwork using the Subjective Emotional Criterion for Implementation in Soundscape Synthesis
Classification of Music Artwork using the Subjective Emotional Criterion for Implementation in Soundscape Synthesis // Forum Acusticum (e-FA2020)
online, 2020. str. 1-6 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1096678 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Classification of Music Artwork using the
Subjective Emotional Criterion for Implementation
in Soundscape Synthesis
Autori
Suhanek, Mia ; Đurek, Ivan ; Grubeša, Sanja ; Petosić, Antonio
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Skup
Forum Acusticum (e-FA2020)
Mjesto i datum
Online, 07.12.2020. - 11.12.2020
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Acoustic Signal Mixing, Soundscape Synthesis, Total Distraction Coefficient, Music Classification
Sažetak
In this paper we are extending our previous work regarding the soundscape synthesis with popular songs using acoustic signal mixing. We have created a large database of songs based on a large number survey that has been conducted among urban residents. As a result of survey analysis we have obtained several representative songs that are statistically significant for each emotion category namely happy, energetic, calming and sad. The findings from this particular research can serve as a basis in synthesis of different urban soundscapes. The possibility of implementing the obtained database into machine learning algorithms is discussed and several solutions are proposed.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Interdisciplinarne tehničke znanosti
POVEZANOST RADA
Projekti:
EK-EFRR-KK.01.2.1.01.0103 - 4D Akustička kamera (Geolux) (Đurek, Ivan, EK ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
