2023
On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors
ICASSP 2023accepted
Out-of-distribution (OOD) detection is concerned with identifying data points that do not belong to the same distribution as the model’s training data. For the safe deployment of predictive models in a real-world environment, it is critical to avoid making confident predictions on OOD inputs as it c…