dc.contributor.author | Saari, Pasi | |
dc.date.accessioned | 2015-01-15T13:22:35Z | |
dc.date.available | 2015-01-15T13:22:35Z | |
dc.date.issued | 2015 | |
dc.identifier.isbn | 978-951-39-6074-2 | |
dc.identifier.other | oai:jykdok.linneanet.fi:1464775 | |
dc.identifier.uri | https://jyx.jyu.fi/handle/123456789/45096 | |
dc.format.extent | 1 verkkoaineisto (58, [65] sivua) | |
dc.language.iso | eng | |
dc.publisher | University of Jyväskylä | |
dc.relation.ispartofseries | Jyväskylä studies in humanities | |
dc.relation.haspart | <b>Article I:</b> Pasi Saari, Tuomas Eerola & Olivier Lartillot. Generalizability and Simplicity as Criteria in Feature Selection: Application to Mood Classification in Music. <i> IEEE Transactions on Audio, Speech, and Language Processing, 19 (6), 1802-1812, 2011. </i> DOI:<a href="http://dx.doi.org/10.1109/TASL.2010.2101596">10.1109/TASL.2010.2101596</a> | |
dc.relation.haspart | <b>Article II:</b> Pasi Saari & Tuomas Eerola. Semantic Computing of Moods based on Tags in Social Media of Music. <i> IEEE Transactions on Knowledge and Data Engineering, 26 (10), 2548-2560, 2014</i>. DOI: <a href="http://dx.doi.org/10.1109/TKDE.2013.128">10.1109/TKDE.2013.128</a></i> | |
dc.relation.haspart | <b>Article III:</b> Pasi Saari, Mathieu Barthet, Gyorgy Fazekas, Tuomas Eerola & Mark Sandler. Semantic Models of Mood Expressed by Music: Comparison Between Crowd-sourced and Curated Editorial Annotations. <i> In IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2013. Further publication details on publisher web site </i>DOI: <a href="http://dx.doi.org/ 10.1109/ICMEW.2013.6618436 "> 10.1109/ICMEW.2013.6618436 </a></i> | |
dc.relation.haspart | <b>Article IV:</b> Pasi Saari, Tuomas Eerola, Gyorgy Fazekas & Mark Sandler. Using Semantic Layer Projection for Enhancing Music Mood Prediction with Audio Features. <i>In Proceedings of the Sound and Music Computing Conference 2013 (SMC 2013), 722-728, 2013. </i><a href=" http://smcnetwork.org/system/files/USING%20SEMANTIC%20LAYER%20PROJECTION%20FOR%20ENHANCING%20MUSIC%20MOOD%20PREDICTION%20WITH%20AUDIO%20FEATURES.pdf ">Full text</a> | |
dc.relation.haspart | <b>Article V:</b> Pasi Saari, Tuomas Eerola, Gyorgy Fazekas, Mathieu Barthet, Olivier Lartillot & Mark Sandler. The Role of Audio and Tags in Music Mood Prediction: A Study Using Semantic Layer Projection. <i>In Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR), 201-206, 2013. </i><a href=" http://ismir2013.ismir.net/wp-content/uploads/2013/09/225_Paper.pdf ">Full text</a> | |
dc.relation.haspart | <b>Article VI:</b> Pasi Saari, Tuomas Eerola, Gyorgy Fazekas, Mathieu Barthet, Olivier Lartillot & Mark Sandler. The Role of Audio and Tags in Music Mood Prediction: A Study Using Semantic Layer Projection. <i>In Proceedings of the 14th International Society for Music Information Retrieval Conference (ISMIR), 201-206, 2013. </i><a href=" http://ismir2013.ismir.net/wp-content/uploads/2013/09/225_Paper.pdf">Full text</a> | |
dc.subject.other | digitaalinen musiikki | |
dc.subject.other | music mood annotation | |
dc.subject.other | music emotion recognition | |
dc.subject.other | social tags | |
dc.subject.other | editorial tags | |
dc.subject.other | circumplex model | |
dc.subject.other | feature selection | |
dc.subject.other | genre-adaptive | |
dc.subject.other | semantic computing | |
dc.subject.other | audio feature extraction | |
dc.title | Music mood annotation using semantic computing and machine learning | |
dc.type | Diss. | |
dc.identifier.urn | URN:ISBN:978-951-39-6074-2 | |
dc.type.dcmitype | Text | en |
dc.type.ontasot | Väitöskirja | fi |
dc.type.ontasot | Doctoral dissertation | en |
dc.contributor.tiedekunta | Humanistinen tiedekunta | fi |
dc.contributor.yliopisto | University of Jyväskylä | en |
dc.contributor.yliopisto | Jyväskylän yliopisto | fi |
dc.contributor.oppiaine | Musiikkitiede | fi |
dc.relation.issn | 1459-4331 | |
dc.relation.numberinseries | 243 | |
dc.rights.accesslevel | openAccess | fi |
dc.subject.yso | musiikki | |
dc.subject.yso | tunteet | |
dc.subject.yso | annotointi | |
dc.subject.yso | laskentamenetelmät | |
dc.subject.yso | koneoppiminen | |
dc.subject.yso | mallintaminen | |
dc.subject.yso | tägit | |
dc.subject.yso | verkkoyhteisöt | |
dc.subject.yso | sosiaalinen media | |