Dynamic Audio Clip Selection for Adaptive Exercise Sessions
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Solution Overview
Problem
Current fitness solutions, such as gyms and traditional exercise videos, are often costly, inconvenient, and fail to adapt to individual users' needs and fitness levels, leading to motivation and engagement issues.
Innovation Solution
A system and method for generating customized exercise sessions and videos by dynamically selecting audio clips and metadata, using user feedback to create personalized content that adjusts to the user's fitness level, incorporating user feedback from sensors and self-reported data to update exercise components and difficulty levels.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If traditional exercise videos are used, then users can exercise at home without cost, but the content is static and does not adapt to user's fitness level or needs
Solution Approach 1:
The patent implements dynamic exercise content that automatically adapts to the user's fitness level by monitoring performance metrics and adjusting exercise parameters in real-time, transforming static pre-recorded videos into dynamically responsive workout programs
Solution Approach 2:
The system incorporates feedback mechanisms where user performance data from sensors and self-reported information is continuously analyzed to update and personalize exercise recommendations, creating a closed-loop adaptive system
2Adaptability or versatility
If gyms with personal trainers are used, then users receive personalized exercise guidance, but the cost is high and scheduling is inconvenient
Solution Approach 1:
The system enables users to receive personalized exercise guidance through an automated platform that independently analyzes user data, generates customized workout programs, and provides real-time feedback without requiring human trainer intervention for each session
Solution Approach 2:
The system dynamically adjusts exercise parameters such as intensity, duration, and type based on user performance metrics and goals, providing personalized adaptation similar to human trainers but through automated parameter modification
3Adaptability or versatility
If pre-rendered fitness curriculum is used, then users can access structured exercise content, but it does not comprehend their specific fitness level or health goals
Solution Approach 1:
The system performs preliminary assessment of user fitness level and goals before generating the exercise curriculum, and continuously updates the program based on ongoing performance tracking to maintain alignment with user objectives
Solution Approach 2:
The platform serves multiple functions including initial assessment, continuous monitoring, dynamic program generation, and real-time adjustment, making it adaptable to various user levels and goals through a single unified system
Data Source
AI summary
System, apparatuses, and methods can provide customized exercise sessions and customized videos corresponding to the exercise session. Audio clips can be dynamically selected to make custom audio content for an exercise session. The audio clips and metadata can be obtained, where the audio clips correspond to categories. The exercise session can include one or more components. A destination timeline for a component can include one or more first segments that require audio, and one or more second segments that can optionally have audio. Audio clips can be selected for the various segments, where a segment can be designated for a particular category of audio clips. Identification information for the selected audio clips can be saved and used to generate the custom audio content.