Automatic mash up music video generation system by remixing existing video content

Hayato Ohya, Shigeo Morishima

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Music video is a short film which presents a visual representation of recent music. In these days, there is a trend that amateur users create music video in the video sharing website. Especially, the music video which is created by cutting and pasting existing video is called mashup music video. In this paper, we proposed the system that users can easily create mushup music video by using existing music videos. In addition, we conducted assessment evaluation experiment for our system. The system firstly extracts music features and video features from existing music videos. Then, the each feature is clustered and the relationship between each feature is learned by Hidden Markov Model. At last, the system cuts learned video scene which is the closest feature among learned videos and pastes it synchronizing with input song. Experiment shows that our method can generate more synchronized video than a previous method.

Original languageEnglish
Title of host publicationProceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013
PublisherIEEE Computer Society
Pages157-158
Number of pages2
ISBN (Print)9780769550473
DOIs
Publication statusPublished - 2013 Jan 1
Event2013 International Conference on Culture and Computing, Culture and Computing 2013 - Kyoto, Japan
Duration: 2013 Sep 162013 Sep 18

Publication series

NameProceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013

Conference

Conference2013 International Conference on Culture and Computing, Culture and Computing 2013
CountryJapan
CityKyoto
Period13/9/1613/9/18

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Keywords

  • Machine learning
  • Music analysis
  • Music video
  • Video content analysis

ASJC Scopus subject areas

  • Software

Cite this

Ohya, H., & Morishima, S. (2013). Automatic mash up music video generation system by remixing existing video content. In Proceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013 (pp. 157-158). [6680357] (Proceedings - 2013 International Conference on Culture and Computing, Culture and Computing 2013). IEEE Computer Society. https://doi.org/10.1109/CultureComputing.2013.44