university of southern california viterbi school of engineering

music computation and cognition laboratory

     

Music • Film • Emotion

project co-leaders: rob parke, profs. elaine chew, chris kyriakakis

introduction

Photo: Web interface for rating emotion content of film and music.

The music accompanying a movie or video scene has a profound affect on its meaning, significance, and perceived emotion. Together, the visual events and the music create a rich, cohesive experience. The Music • Film • Emotion project seeks to understand and model this multi-modal interaction of visual and aural stimuli on the perception of emotion. In particular, we study the effect of music on viewers' emotion response to film. Combining ambiguous visual scenes from film with emotionally evocative music excerpts, we study participants' ratings of the mood and emotion content, as measured across a three-dimensional emotion space (stress, activity, and dominance).

video examples

Classical Music Study: three sample clips

memento, silent

memento
radiohead (nice dream)
performed by section quartet
music: anxious

memento
chopin (prelude no.4)
music: depressing

Composed Music Study: three sample clips

amélie, silent

amélie
music: sad, mourning, longing

amélie
music: anxious, happy, anticipating

publications

peer-reviewed publications

Parke, R., E. Chew, and C. Kyriakakis (2007). Quantitative and Visual Analysis of the Impact of Music on Perceived Emotion of Film. ACM Computers in Entertainment. 5(3). [ PUB | PDF | APPEND ]

Parke, R., E. Chew, and C. Kyriakakis (2007). Multiple Regression Modeling of the Emotional Content of Film and Music. In Proceedings of the 123rd AES Convention (123AES). New York, NY, Oct 5-8. [ PUB | PDF ]

reports and posters

IMSC 10th NSF Site Visit (2006): Music Film Emotion [ report, poster ]

Annenberg Report (2007): Music Film Emotion [ report ]

presentations

Parke, R. (2007). Multiple Regression Modeling of the Emotional Content of Film and Music. In Proceedings of the 123rd AES Convention (123AES). New York, NY, Oct 5-8.

updated September 25, 2010.