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- W3170942659 abstract "This paper presents a novel system architecture that integrates blind source separation with joint beat and downbeat tracking in musical audio signals. The source separation module segregates the percussive and non-percussive components of the input signal, over which beat and downbeat tracking are performed separately and then the results are aggregated with a learnable fusion mechanism. This way, the system can adaptively determine how much the tracking result for an input signal should depend on the input's percussive or non-percussive components. Evaluation on four testing sets that feature different levels of presence of drum sounds shows that the new architecture consistently outperforms the widely-adopted baseline architecture that does not employ source separation." @default.
- W3170942659 created "2021-06-22" @default.
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- W3170942659 date "2021-01-01" @default.
- W3170942659 modified "2023-10-16" @default.
- W3170942659 title "Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking" @default.
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- W3170942659 doi "https://doi.org/10.1109/lsp.2021.3084504" @default.
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