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.
Speakerbeam: Speaker aware neural network for target speaker extraction in speech mixtures.IEEE Journal of Selected Topics in Signal Processing, 13(4):800–814, 2019
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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.