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Lightweight Sound Event Detection Model with RepVGG Architecture
The proposed system achieves PSDS (Polyphonic sound event detection score)-scenario 1, 2 of 40. 8% and 67. 7% outperforms the baseline system of 34. 4% and 57. 2% on the DCASE 2022 Task4 validation dataset.
Quantum Criticality Enabled by Intertwined Degrees of Freedom
We show that at zero temperature a generic trajectory in the model's parameter space contains two quantum critical points, which are associated with the destruction of Kondo entanglement in the orbital and spin channels respectively.
Strongly Correlated Electrons
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