Sound spotting: an approach to content-based sound retrieval
Spevak, Christian and Polfreman, Richard (2001) Sound spotting: an approach to content-based sound retrieval. In, Landy, Leigh (ed.) Music without Walls? Music without Instruments? Proceedings of the International Conference. Music without Walls? Music without Instruments? Leicester, UK, De Montfort University.
We present an approach to content-based sound retrieval using auditory models, self-organizing neural networks, and string matching techniques. It addresses the issues of spotting perceptually similar occurrences of a
particular sound event in an audio document. After introducing the problem and the basic approach we describe the individual stages of the system and give references to additional literature. The third section of the paper summarizes the preliminary experiments involving auditory models and self-organizing maps we carried out so far, and the final discussion reflects on the overall concept and suggests further directions.
|Item Type:||Book Section|
|Keywords:||content-based retrieval, sound classification, auditory model, selforganizing map, string matching|
|Subjects:||M Music and Books on Music > M Music
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
|Divisions:||University Structure - Pre August 2011 > School of Humanities > Music
|Date Deposited:||29 Oct 2009|
|Last Modified:||27 Mar 2014 18:49|
|Publisher:||De Montfort University|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
Actions (login required)