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March 3, 2026
Open Access
Automatic vocal melody extraction via quadratic fluctuation equation
XH
Xiaoquan He
FD
Fang Dong
Key Points
Automatic vocal melody extraction enhanced through the quadratic fluctuation equation, focusing on audio features and signals.
Key metrics indicate improvements in melody accuracy with specific processing techniques in varied audio samples.
Application of signal processing techniques, particularly the quadratic fluctuation equation, to refine melody extraction methods.
Implications highlight the potential for advanced analysis in music technology, calling for further research on scalability.
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He et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75fd4c6e9836116a2bed0
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Automatic vocal melody extraction via quadratic fluctuation equation | Synapse