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Researchers at the University of Southampton are exploring the use of deep neural networks to identify patterns in an individual’s sleep sounds, with potential applications for health care. Smartphone apps are available to track snoring, but their accuracy is limited in real-world settings. The preliminary research looks into whether snores have a signature sound that could be used for identification, and machine learning models may be able to verify this.