Ranking-Based Emotion Recognition for Music Organization and Retrieval

@article{Yang2011RankingBasedER,
  title={Ranking-Based Emotion Recognition for Music Organization and Retrieval},
  author={Yi-Hsuan Yang and Homer H. Chen},
  journal={IEEE Transactions on Audio, Speech, and Language Processing},
  year={2011},
  volume={19},
  pages={762-774}
}
Determining the emotion of a song that best characterizes the affective content of the song is a challenging issue due to the difficulty of collecting reliable ground truth data and the semantic gap between human's perception and the music signal of the song. To address this issue, we represent an emotion as a point in the Cartesian space with valence and arousal as the dimensions and determine the coordinates of a song by the relative emotion of the song with respect to other songs. We also… CONTINUE READING
Highly Influential
This paper has highly influenced 11 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 177 citations. REVIEW CITATIONS
97 Extracted Citations
65 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 97 extracted citations

178 Citations

02040'12'14'16'18
Citations per Year
Semantic Scholar estimates that this publication has 178 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 65 references

The influence of musical structure on emotional expression

  • A. Gabrielsson, E. Lindström
  • Music and Emotion: Theory and Research, P. N…
  • 2001
Highly Influential
5 Excerpts

Similar Papers

Loading similar papers…