Acoustic Scene Classification For Mismatched Recording Devices Using Heated-Up Softmax And Spectrum Correction

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Acoustic Scene Classification For Mismatched Recording Devices Using Heated-Up Softmax And Spectrum Correction

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Deep neural networks (DNNs) are successful in applications with matching inference and training distributions. In real-world scenarios, DNNs have to cope with truly new data samples during inference, potentially coming from a shifted data distribution. Th
Deep neural networks (DNNs) are successful in applications with matching inference and training distributions. In real-world scenarios, DNNs have to cope with truly new data samples during inference, potentially coming from a shifted data distribution. Th