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eess.AS2025
Adaptive Per-Channel Energy Normalization Front-end for Robust Audio Signal Processing
Hanyu Meng, Vidhyasaharan Sethu, Eliathamby Ambikairajah +2
In audio signal processing, learnable front-ends have shown strong performance across diverse tasks by optimizing task-specific representation. However, their parameters remain fix…
eess.AS2025
Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network
Zhanhong He, Hanyu Meng, David Huang +1
Estimating piano dynamic from audio recordings is a fundamental challenge in computational music analysis. In this paper, we propose an efficient multi-task network that jointly pr…