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  1. Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies (MIRUM '11)
  2. Analyzing sound tracings: a multimodal approach to music information retrieval
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The need for music information retrieval with user-centered and multimodal strategies
Audiovisual archive exploitation in the networked information society
Music identification via vocabulary tree with MFCC peaks
Analyzing sound tracings: a multimodal approach to music information retrieval
Affective content analysis of music video clips
Finding geographically representative music via social media
Advantages of nonstationary gabor transforms in beat tacking
A tempo-sensitive music search engine with multimodal inputs
Music genre classification using explicit semantic analysis
A musical mood trajectory estimation method using lyrics and acoustic features
What is a "Musical World"? An affinity propagation approach

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Analyzing sound tracings: a multimodal approach to music information retrieval

Content Provider ACM Digital Library
Author Kozak, Mariusz Caramiaux, Baptiste Nymoen, Kristian Torresen, Jim
Abstract This paper investigates differences in the gestures people relate to pitched and non-pitched sounds respectively. An experiment has been carried out where participants were asked to move a rod in the air, pretending that moving it would create the sound they heard. By applying and interpreting the results from Canonical Correlation Analysis we are able to determine both simple and more complex correspondences between features of motion and features of sound in our data set. Particularly, the presence of a distinct pitch seems to influence how people relate gesture to sound. This identification of salient relationships between sounds and gestures contributes as a multi-modal approach to music information retrieval.
Starting Page 39
Ending Page 44
Page Count 6
File Format PDF
ISBN 9781450309868
DOI 10.1145/2072529.2072541
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-11-30
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Sound tracing Cross-modal analysis Canonical correlation analysis
Content Type Text
Resource Type Article
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