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Xiao-Hang Jia

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Open access Sep 2026

Performance Optimization of Digital Music Multi-Instrument Recognition Based on an Improved DCNN Model and Bi-LSTM

To solve the problems of low accuracy and insufficient robustness in instrument recognition in multi-instrument scenarios of digital music, a parallel structure combining a standard Convolution Neural Network and a multi-scale Dilated Convolution Neural Network (CNN-DCNN) is designed to extract multi-scale spatial acou...

Jun-Hui Zhao, Xiao-Hang Jia, Yuxuan Zhou · 0 citations

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