Browsing Sound and Music Libraries by Similarity

Dupont S, Frisson C, Siebert X, Tardieu D. Browsing Sound and Music Libraries by Similarity. In: AES Convention 128. Audio Engineering Society; 2010. Paper 8112. Available from: https://aes.org/publications/elibrary-page/?id=15409

@inproceedings{Dupont2010_15409,
  author = {Dupont, Stéphane and Frisson, Christian and Siebert, Xavier and Tardieu, Damien},
  title = {{Browsing Sound and Music Libraries by Similarity}},
  booktitle = {AES Convention 128},
  note = {Paper 8112},
  year = {2010},
  month = may,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=15409}
}

TY  - CPAPER
TI  - Browsing Sound and Music Libraries by Similarity
AU  - Dupont, Stéphane
AU  - Frisson, Christian
AU  - Siebert, Xavier
AU  - Tardieu, Damien
T2  - AES Convention 128
M1  - Paper 8112
PY  - 2010
DA  - 2010/05/06
UR  - https://aes.org/publications/elibrary-page/?id=15409
PB  - Audio Engineering Society
LA  - en
AB  - This paper presents a prototype tool for browsing through multimedia libraries using content-based multimedia information retrieval techniques. It is composed of several groups of components for multimedia analysis, data mining, interactive visualization, as well as connection with external hardware controllers. The musical application of this tool uses descriptors of timbre, harmony, as well as rhythm and two different approaches for exploring/browsing content. First, a dynamic data mining allows the user to group sounds into clusters according to those different criteria, whose importance can be weighted interactively. In a second mode, sounds that are similar to a query are returned to the user, and can be used to further proceed with the search. This approach also borrows from multi-criteria optimization concept to return a relevant list of similar sounds.
ER  -