poc:2025:audio-snore-index

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poc:2025:audio-snore-index [2025/07/28 14:41] – created fabriciopoc:2025:audio-snore-index [2025/07/31 16:22] (current) – fabricio
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   * Consider using a proper snore detection method   * Consider using a proper snore detection method
   * Instead of simply counting snores, a smarter aggregation of the events should be considered. The sensitivity to the low interval suggests that the intervals are highly relevant. Maybe consider frequency of snore events?   * Instead of simply counting snores, a smarter aggregation of the events should be considered. The sensitivity to the low interval suggests that the intervals are highly relevant. Maybe consider frequency of snore events?
 +  * Consider using the machine labels 
 +  * Look at correlation with only apneas and only hypopneas respectively.
 +
  
 ===== External Resources ===== ===== External Resources =====
   * Paper [[https://www.sciencedirect.com/science/article/pii/S0378437112008011|Dynamics of snoring sounds and its connection with obstructive sleep apnea]]   * Paper [[https://www.sciencedirect.com/science/article/pii/S0378437112008011|Dynamics of snoring sounds and its connection with obstructive sleep apnea]]
 +  * 
 +===== Images =====
 +{{ :poc:2025:audio_snoreindex_r2_comparison_overview_combined.png?600 | }}
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 +{{ :poc:2025:audio_snoreindex_audio_subset_snoring.png?600 | }}
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 +{{ :poc:2025:audio_snoreindex_stii_bystages.png?1200 | }}
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