A neural network infers acoustic scene context to classify and remove out-of-context sounds as noise while preserving in-context sounds, outperforming non-contextual baselines on objective metrics across varied scenes.
Visual- izing data using t-SNE.Journal of Machine Learning Research (JMLR), 9(11), 2008
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Automatic Contextual Audio Denoising
A neural network infers acoustic scene context to classify and remove out-of-context sounds as noise while preserving in-context sounds, outperforming non-contextual baselines on objective metrics across varied scenes.