Adaptive Earplug System with AI-Powered Noise Cancellation and Personalized Audio Enhancement

Publication ID: 24-11857396_0005_PTD
Published: October 28, 2025
Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Adaptive Earplug System with AI-Powered Noise Cancellation and Personalized Audio Enhancement,” Published Technical Disclosure No. 24-11857396_0005_PTD, Published October 28, 2025, available at https://archive.pr1or.art/24-11857396_0005_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,396.

Summary of the Inventive Concept

A next-generation earplug system that integrates AI-driven noise cancellation, real-time audio processing, and personalized audio enhancement, providing users with an unparalleled audio experience and superior noise reduction.

Background and Problem Solved

The original patent for earplug and pumping systems, while innovative, has limitations in terms of noise reduction and user experience. The newly generated claims address these limitations by envisioning a future where earplugs are equipped with AI-powered noise cancellation, real-time audio processing, and personalized audio enhancement, providing a more ambitious and forward-thinking solution.

Detailed Description of the Inventive Concept

The inventive concept comprises an earplug with an integrated AI-powered noise cancellation module, which utilizes real-time audio processing to optimize noise reduction based on the user's surroundings and preferences. The system also features a wearable sensor and machine learning algorithms to dynamically adjust the pressure of the inflatable element in response to changes in ambient noise levels. Additionally, the earplug device incorporates a self-sustaining power source, such as a miniature fuel cell or energy harvesting technology, enabling prolonged use without recharging. The system further includes a neural interface for real-time monitoring of brain activity, allowing for personalized noise reduction and audio enhancement based on the user's cognitive state. The modular design enables users to swap out interchangeable noise reduction modules, each optimized for specific environments or activities.

Novelty and Inventive Step

The new claims introduce several novel and non-obvious features, including the integration of AI-powered noise cancellation, real-time audio processing, and personalized audio enhancement, which significantly improve the noise reduction capabilities and user experience of the original earplug and pumping systems. The use of wearable sensors, machine learning algorithms, and self-sustaining power sources further distinguishes the inventive concept from the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include the use of different AI algorithms, varying sensor configurations, or alternative power sources. Additionally, the modular design could be adapted for use in various applications, such as hearing aids, headphones, or earbuds.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the hearing protection and audio enhancement industries, with potential applications in various fields, including construction, music, and healthcare. The market for advanced earplug systems is expected to grow significantly in the coming years, driven by increasing demand for improved noise reduction and personalized audio experiences.

CPC Classifications

SectionClassGroup
A A61 A61F11/10
A A61 A61F11/00
A A61 A61F11/08
A A61 A61M25/10181
H H04 H04R1/1083

Field of Art

Acoustic and medical device engineering, specifically focused on hearing protection technologies, noise reduction systems, and wearable medical devices with emphasis on ear-related interventions

Person of Ordinary Skill (PHOSITA) Profile

A professional with advanced engineering or biomedical design background, possessing expertise in acoustics, materials science, sensor technologies, and medical device miniaturization, typically holding a master's or doctoral degree with 3-5 years of industry experience

Obviousness Rationale

A PHOSITA would recognize that integrating AI-powered noise cancellation and adaptive sensing technologies into existing earplug designs represents a predictable technological evolution. The source patent's foundational earplug technology provides a clear framework for implementing advanced signal processing and dynamic pressure modulation. The disclosed variations leverage known machine learning and sensor integration techniques that are readily applicable to existing noise reduction device architectures.

Obvious Combinations & Variations

Source Patent Element
Inflatable element with adjustable pressure characteristics
PTD Variation
Dynamic pressure adjustment using machine learning algorithms and wearable sensors
Obviousness Reasoning
A PHOSITA would find it obvious to apply real-time sensor feedback to modify inflatable element pressure, as this represents a standard control system approach with predictable optimization outcomes
Source Patent Element
Earplug device with flexible membrane and reservoir
PTD Variation
Modular design with interchangeable noise reduction modules
Obviousness Reasoning
Modular design is a standard engineering approach for adaptability, and a PHOSITA would recognize the inherent design flexibility implied by the source patent's structural elements
Source Patent Element
Earplug system with inflation channel
PTD Variation
Self-sustaining power source using miniature fuel cell or energy harvesting technology
Obviousness Reasoning
Integrating alternative power sources is a known design optimization technique, and a PHOSITA would recognize the benefits of extending power management capabilities in wearable medical devices
Source Patent Element
Noise reduction device for ear canal
PTD Variation
Neural interface for cognitive state-based audio processing
Obviousness Reasoning
Incorporating brain activity monitoring represents a logical extension of existing noise reduction technologies, utilizing emerging neurotechnology approaches known in the field
35 U.S.C. § 103 Summary: Based on US Patent 11857396's comprehensive earplug and pumping systems disclosure, the present publication demonstrates that the claimed variations in noise reduction technology represent obvious modifications to the prior art. A person having ordinary skill in the art would readily recognize the incremental technological advancements as predictable combinations of known techniques in acoustic device engineering, thereby rendering such claims obvious under 35 U.S.C. ยง 103.

Original Patent Information

Patent NumberUS 11,857,396
TitleEarplug and pumping systems
Assignee(s)Staton Techiya LLC