Clustering Streaming Music via the Temporal Similarity of Timbre
| Title: | Clustering Streaming Music via the Temporal Similarity of Timbre |
|---|---|
| Authors: | Merrell, Jacob; Morse, Bryan S.; Ventura, Dan A. |
| Source: | Faculty Publications |
| Publisher Information: | BYU ScholarsArchive |
| Publication Year: | 2007 |
| Collection: | Brigham Young University (BYU): ScholarsArchive |
| Subject Terms: | streaming music; timbre; minimum distance classification; Computer Sciences |
| Description: | We consider the problem of measuring the similarity of streaming music content and present a method for modeling, on the fly, the temporal progression of a song’s timbre. Using a minimum distance classification scheme, we give an approach to classifying streaming music sources and present performance results for auto-associative song identification and for content-based clustering of streaming music. We discuss possible extensions to the approach and possible uses for such a system. |
| Document Type: | text |
| File Description: | application/pdf |
| Language: | English |
| Relation: | https://scholarsarchive.byu.edu/facpub/945; https://scholarsarchive.byu.edu/context/facpub/article/1944/viewcontent/IR_CISOPTR_1245.pdf |
| Availability: | https://scholarsarchive.byu.edu/facpub/945; https://scholarsarchive.byu.edu/context/facpub/article/1944/viewcontent/IR_CISOPTR_1245.pdf |
| Accession Number: | edsbas.83AA2DB7 |
| Database: | BASE |