Note:
This bibliographic page is archived and will no longer be updated.
For an up-to-date list of publications from the Music Technology Group see the
Publications list
.
Percussion Classification in polyphonic audio recordings using localized sound models
| Title | Percussion Classification in polyphonic audio recordings using localized sound models |
| Publication Type | Conference Paper |
| Year of Publication | 2004 |
| Conference Name | 5th International Conference on Music Information Retrieval (ISMIR'04) |
| Authors | Sandvold, V. , Gouyon F. , & Herrera P. |
| Abstract | This paper deals with automatic percussion classification in polyphonic audio recordings, focusing on kick, snare and cymbal sounds. We present a feature-based sound modeling approach that combines general, prior knowledge about the sound characteristics of percussion instrument families (general models) with on-the-fly acquired knowledge of recording-specific sounds (localized models).This way, high classification accuracy can be obtained with remarkably simple sound models. The accuracy is on average around 20% higher than with general models alone. |
| preprint/postprint document | files/publications/paper150-70c05d8fd7d8f8c990591da2b0021ffb.pdf |
