Search results for "genre-adaptive"

showing 2 items of 2 documents

Genre-adaptive Semantic Computing and Audio-based Modelling for Music Mood Annotation

2016

This study investigates whether taking genre into account is beneficial for automatic music mood annotation in terms of core affects valence, arousal, and tension, as well as several other mood scales. Novel techniques employing genre-adaptive semantic computing and audio-based modelling are proposed. A technique called the ACTwg employs genre-adaptive semantic computing of mood-related social tags, whereas ACTwg-SLPwg combines semantic computing and audio-based modelling, both in a genre-adaptive manner. The proposed techniques are experimentally evaluated at predicting listener ratings related to a set of 600 popular music tracks spanning multiple genres. The results show that ACTwg outpe…

ExploitMusic information retrievalmusic information retrievalcomputer.software_genre050105 experimental psychologyGenre-adaptive.030507 speech-language pathology & audiology03 medical and health sciencesAnnotationPopular musicSemantic computingMusic information retrieval0501 psychology and cognitive sciencesValence (psychology)genre-adaptivesocial tagsta113music genrebusiness.industry05 social sciencesComputingMilieux_PERSONALCOMPUTINGmood predictionMusic moodHuman-Computer InteractionMoodta6131semantic computingArtificial intelligence0305 other medical sciencebusinessPsychologycomputerSoftwareNatural language processing
researchProduct

Music mood annotation using semantic computing and machine learning

2015

mallintaminentägitmusic emotion recognitionverkkoyhteisötmusiikkiannotointisosiaalinen mediamusic mood annotationfeature selectionkoneoppiminentunteeteditorial tagssemantic computingaudio feature extractiondigitaalinen musiikkigenre-adaptivesocial tagslaskentamenetelmätcircumplex model
researchProduct