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A system for dynamic playlist generation driven by multimodal control signals and descriptors

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3 Author(s)
Chiarandini, L. ; Yahoo! Res. Barcelona, Barcelona, Spain ; Zanoni, M. ; Sarti, A.

This work describes a general approach to multimedia playlist generation and description and an application of the approach to music information retrieval. The example of system that we implemented updates a musical playlist on the fly based on prior information (musical preferences); current descriptors of the song that is being played; and fine-grained and semantically rich descriptors (descriptors of user's gestures, of environment conditions, etc.). The system incorporates a learning system that infers the user's preferences. Subjective tests have been conducted on usability and quality of the recommendation system.

Published in:

Multimedia Signal Processing (MMSP), 2011 IEEE 13th International Workshop on

Date of Conference:

17-19 Oct. 2011