Enhanced Systems for Generating Unique Non-Looping Sound Streams
Legal Citation
Summary of the Inventive Concept
An innovative system for generating unique non-looping sound streams from audio clips and tracks, incorporating machine learning, real-time environmental noise detection, and personalized audio experiences.
Background and Problem Solved
The original patent disclosed systems for generating sound streams from audio clips and tracks, but faced limitations in terms of repetition, diversity, and user experience. The new inventive concept addresses these limitations by introducing advanced technologies to create more immersive, adaptive, and engaging audio experiences.
Detailed Description of the Inventive Concept
The enhanced system utilizes a machine learning algorithm to predict and adapt the sound stream based on the user's listening history and preferences. Additionally, the system incorporates real-time environmental noise detection to adjust the audio segments and cross-fading, creating a more realistic audio experience. Furthermore, the system allows for personalized sound streams through user feedback and adaptation. The system can also generate 3D audio sound streams using spatial audio processing techniques.
Novelty and Inventive Step
The new inventive concept introduces the novel application of machine learning, real-time environmental noise detection, and personalized audio experiences to the original patent's systems for generating sound streams. These advancements provide a non-obvious solution to the limitations of the original patent, enhancing the overall audio experience and providing a more engaging and realistic sound stream.
Alternative Embodiments and Variations
Alternative embodiments of the inventive concept could include the use of natural language processing to analyze user feedback, incorporating additional sensors to detect user emotions, or utilizing edge computing to reduce latency and improve performance. Variations of the system could be implemented for specific industries, such as gaming, healthcare, or education.
Potential Commercial Applications and Market
The enhanced system has significant commercial potential in various industries, including gaming, relaxation and wellness, education, and healthcare. The system's ability to provide personalized and immersive audio experiences could revolutionize the way people interact with audio content, creating new business opportunities and revenue streams.
CPC Classifications
| Section | Class | Group |
|---|---|---|
| A | A63 | A63F13/54 |
| G | G06 | G06F3/165 |
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Audio signal processing and interactive media systems, with expertise in sound stream generation, digital audio manipulation, and adaptive audio experiences across entertainment and interactive platforms
Person of Ordinary Skill (PHOSITA) Profile
A skilled practitioner with advanced knowledge in digital signal processing, machine learning, audio engineering, and interactive media design, typically holding a master's degree in electrical engineering, computer science, or related field with 3-5 years of industry experience in audio technology
Obviousness Rationale
A person having ordinary skill in the art would recognize that the published technical disclosure represents predictable variations and extensions of the source patent's core audio stream generation methodology. The proposed machine learning, environmental adaptation, and personalization techniques are logical technological progressions that would be apparent to a skilled practitioner seeking to enhance audio stream generation systems. These variations represent incremental improvements using known techniques within the established technological framework of adaptive audio generation.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,880 |
|---|---|
| Title | Systems for generating unique non-looping sound streams from audio clips and audio tracks |
| Assignee(s) | SYNAPTICATS, INC. |