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Drum Transcription using Automatic Grouping of Events and Prior Subspace Analysis

Fitzgerald, Derry and Lawlor, Bob and Coyle, Eugene (2003) Drum Transcription using Automatic Grouping of Events and Prior Subspace Analysis. Proceedings of the 4th European Workshop on Image Analysis for Multimediainteractive Services.

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Abstract

While Prior Subspace Analysis (PSA) has proved an effective tool for transcribing mixtures of snare, kick drum and hi-hat both in the "drum-only" case and in the presence of pitched instruments attempts to extend it to deal with increased numbers of drum types have met with mixed results.To overcome this an automatic modeling and grouping procedure has been developed which groups drum events on the similarity of their frequency content. Combining this procedure with PSA allows the extension of PSA to robustly handle greater numbers of drum types. The effectiveness of this approach is demonstrated in a drum transcription algorithm.

Item Type: Article
Keywords: Drum: Automatic Grouping: Subspace Analysis:
Subjects: Science & Engineering > Electronic Engineering
Item ID: 734
Depositing User: Robert Lawlor
Date Deposited: 16 Oct 2007
Journal or Publication Title: Proceedings of the 4th European Workshop on Image Analysis for Multimediainteractive Services
Publisher: World Scientific Publishing
Refereed: Yes
URI:

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