Amazon Technologies, Inc.

Huafeng Jin

Shuo Wang

Fei Zhao

Systems, methods, and computer-readable media are disclosed for voice-based determination of physical and emotional characteristics of users. Example methods may include determining first voice data, wherein the first voice data is generated by a user, determining a first real-time user status of the user using the first voice data, generating a first data tag indicative of the first real-time user status, determining first audio content for presentation at a speaker device using the first data tag and the first voice data, and causing presentation of the first audio content via a speaker of the speaker device.

Voice-based determination of physical and emotional characteristics of users

Collecting dimension data (e.g., height, chest size, etc.) associated with users and leveraging the dimension data to generate and display size distributions in association with products in an online marketplace is described. The size distributions may summarize data so that users may make sizing decisions based on users with similar user dimensions who acquired a same garment. The size distributions may summarize data so that a user may compare values corresponding to ranges of user dimensions in the context of a size of garment. The values may be determined based on adjusting a baseline value based at least in part on a number of users who acquire a garment, return a previously acquired garment, or provide negative feedback about the size of the garment. Graphical representations, such as pie charts, bar charts, etc., that are representative of the size distributions may be presented to users for providing contextual recommendations and/or information to streamline online shopping transactions.

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Sammamish, WA, United States of America

Huafeng Jin