Corpus ID: 5873873

Music Mood Representations from Social Tags

@inproceedings{Laurier2009MusicMR,
  title={Music Mood Representations from Social Tags},
  author={C. Laurier and M. Sordo and J. Serr{\`a} and P. Herrera},
  booktitle={ISMIR},
  year={2009}
}
  • C. Laurier, M. Sordo, +1 author P. Herrera
  • Published in ISMIR 2009
  • Computer Science
  • ABSTRACTThis paper presents ndings about mood representations.We aim to analyze how do people tag music by mood, tocreate representations based on this data and to study theagreement between experts and a large community. Forthispurpose,wecreateasemanticmoodspacefromlast.fmtags using Latent Semantic Analysis. With an unsuper-vised clustering approach, we derive from this space anideal categorical representation. We compare our commu-nitybasedsemanticspacewithexpertrepresentationsfromHevner and… CONTINUE READING
    119 Citations
    Semantic Computing of Moods Based on Tags in Social Media of Music
    • 44
    • PDF
    Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags
    • 20
    • PDF
    Labeling data and developing supervised framework for hindi music mood analysis
    • 6
    • Highly Influenced
    Timbral Qualities of Semantic Structures of Music
    • 6
    • PDF
    Mood Classification of Hindi Songs based on Lyrics
    • 12
    • PDF
    Music mood annotation using semantic computing and machine learning
    • 1
    • Highly Influenced
    Identifying Accuracy of Social Tags by Using Clustering Representations of Song Lyrics
    • Yajie Hu, M. Ogihara
    • Computer Science
    • 2012 11th International Conference on Machine Learning and Applications
    • 2012
    • 4
    A Dimensional Contextual Semantic Model for music description and retrieval
    • 4
    • PDF

    References

    SHOWING 1-10 OF 15 REFERENCES
    A Semantic Space for Music Derived from Social Tags
    • 127
    • PDF
    A Regression Approach to Music Emotion Recognition
    • 368
    • PDF
    The Quest for Musical Genres: Do the Experts and the Wisdom of Crowds Agree?
    • 67
    • PDF
    Music Mood Annotator Design and Integration
    • 17
    • PDF
    The 2007 MIREX Audio Mood Classification Task: Lessons Learned
    • 153
    • PDF
    The music information retrieval evaluation exchange (2005-2007): A window into music information retrieval research
    • 297
    • PDF
    Automatic Detection of Emotion in Music: Interaction with Emotionally Sensitive Machines
    • 25
    • PDF
    Indexing by Latent Semantic Analysis
    • 4,817
    • PDF
    Detecting emotion in music
    • 292
    • PDF
    Music and emotion: Theory and research
    • 1,134
    • Highly Influential