A simulated 9-qubit quantum feature layer fused with a spectrogram transformer grades singing at 74.29% agreement, but the quantum component is not shown to add value.
Acoustic analysis of indian classical music using signal processing methods,
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Quantum-Enhanced Analysis and Grading of Vocal Performance
A simulated 9-qubit quantum feature layer fused with a spectrogram transformer grades singing at 74.29% agreement, but the quantum component is not shown to add value.