Snoring and environment sounds detection

A system for evaluating a sleep quality of a user using wearable-based data, comprising:

• a wearable device configured to measure physiological data associated with the user during a sleep interval;
• an audio recording component configured to acquire sound data associated with an environment of the user collected during the sleep interval;
• and
• one or more processors communicatively coupled with the wearable device and the audio recording component, the one or more processors configured to:
• receive the physiological data measured from the user;
• receive the sound data associated with the environment of the user collected throughout the sleep interval, the sound data comprising one or more sound instances occurring throughout the sleep interval;
• classify the one or more sound instances with one or more labels corresponding to the one or more sound instances;
• classify the physiological data associated with the sleep interval into one or more sleep stages based at least in part on comparing the physiological data and the sound data, the one or more sleep stages comprising a light sleep stage, a deep sleep stage, a rapid eye movement sleep stage, or any combination thereof;
• determine one or more sleep quality metrics associated with the sleep quality of the user throughout the sleep interval based at least in part on classifying the physiological data into the one or more sleep stages;
• transmit an instruction to a graphical user interface (GUI) of a user device to cause the GUI to display the one or more sleep quality metrics, the one or more sleep stages, an indication of the one or more sound instances, or any combination thereof;
• receive, from the user device, a user input indicating an updated label to replace a first label associated with a first sound instance of the one or more sound instances;
• and
• transmit a second instruction to cause the GUI of the user device to display the updated label.