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Two generic mechanisms are proposed that facilitate the efficient integration of audio content analysis algorithms. The first mechanism, priority-rule based interleaving of algorithms, allows the simultaneous interoperation of several bottom-up analysis modules by interleaving their atomic steps. It aims at increased accuracy through controlled manipulation of common data. The second mechanism, top-down routing of requests for data, allows high-level predictions to direct the bottom-up analysis towards verifying the predicted hypotheses by observations. Examples from automatic music transcription are presented to clarify the use of the proposed methods.
Author (s): Klapuri, Anssi
Affiliation:
Signal Processing Laboratory, Tampere University of Technology, Tampere, Finland
(See document for exact affiliation information.)
AES Convention: 110
Paper Number:5327
Publication Date:
2001-05-06
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Session subject:
Analysis and Synthesis of Sound
Permalink: https://aes2.org/publications/elibrary-page/?id=9969
(73KB)
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Klapuri, Anssi; 2001; Means of integrating audio content analysis algorithms [PDF]; Signal Processing Laboratory, Tampere University of Technology, Tampere, Finland; Paper 5327; Available from: https://aes2.org/publications/elibrary-page/?id=9969
Klapuri, Anssi; Means of integrating audio content analysis algorithms [PDF]; Signal Processing Laboratory, Tampere University of Technology, Tampere, Finland; Paper 5327; 2001 Available: https://aes2.org/publications/elibrary-page/?id=9969