Listening Room Acoustic Optimization Across the Full Audio Spectrum

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Solution Overview

Problem

Existing methods for optimizing audio perception in listening spaces are laborious and fail to iteratively determine the optimal acoustical design across the entire audio spectrum, particularly in non-cuboid rooms, and do not effectively address the complex interactions of room geometry, loudspeaker placement, listener positioning, and acoustical treatments.

Innovation Solution

A two-step optimization methodology using a multi-objective search engine that iteratively optimizes room geometry and loudspeaker/listener positions, followed by acoustical treatment selection, incorporating wave-based and geometrical acoustics to minimize acoustical distortions and ensure balanced audio performance across all critical metrics.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If traditional trial and error methods are used to optimize room acoustics, then design flexibility is maintained, but the optimization process becomes laborious and time-consuming

Engineering Contradiction:
Improveoptimization process efficiencyVSAvoiddesign time
Core Design Contradiction:
ProductivityVSLoss of time

Solution Approach 1:

The patent replaces manual trial-and-error acoustic optimization with an automated computer-based system that uses algorithms to iteratively evaluate and optimize room geometry, loudspeaker placement, and acoustic treatment configurations. This substitution of mechanical/manual processes with automated computational methods dramatically reduces design time while maintaining or improving optimization quality.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The optimization system performs self-evaluation through automated algorithms that assess acoustic performance metrics and automatically adjust design parameters. The system serves itself by iteratively generating design options, evaluating them against acoustic criteria, and refining solutions without requiring continuous manual intervention, thereby improving productivity and reducing time loss.

Inventive Principle:
Principle #25Self-service

2Manufacturing precision

If standardized objective metrics are evaluated in conceptual designs, then design consistency is improved, but the ability to find optimal solutions across the entire audio spectrum is limited

Engineering Contradiction:
Improveacoustic design precisionVSAvoidfrequency spectrum coverage
Core Design Contradiction:
Manufacturing precisionVSAdaptability or versatility

Solution Approach 1:

The patent creates a multi-functional optimization system that simultaneously evaluates multiple acoustic metrics across the entire audio spectrum. The system integrates low-frequency modal analysis, mid-frequency reflection analysis, and high-frequency diffraction analysis into a single unified framework, allowing it to address diverse acoustic requirements with one comprehensive tool rather than separate specialized analyses.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The system dynamically adjusts evaluation parameters across different frequency ranges, transitioning from modal analysis at low frequencies to reflection-based metrics at mid-frequencies and diffraction-based metrics at high frequencies. This parameter adaptation allows the system to maintain precision across the entire audio spectrum rather than being constrained to fixed standardized metrics.

Inventive Principle:
Principle #35Parameter changes

3Reliability

If room geometry is optimized for low frequencies using image source method, then low-frequency response improves, but the solution is limited to cuboid spaces and cannot address entire audio spectrum

Engineering Contradiction:
Improvelow-frequency response accuracyVSAvoidroom geometry flexibility
Core Design Contradiction:
ReliabilityVSAdaptability or versatility

Solution Approach 1:

The patent moves beyond symmetric cuboid room assumptions to handle asymmetric and irregular room geometries. The optimization system evaluates acoustic performance in rooms with non-uniform shapes, angled walls, and complex configurations, allowing designers to optimize any room geometry rather than being constrained to standardized rectangular spaces.

Inventive Principle:
Principle #4Asymmetry

Solution Approach 2:

The system dynamically adapts its analysis methods based on room geometry characteristics and frequency range, transitioning between different acoustic modeling approaches as needed. This dynamic adjustment allows reliable low-frequency optimization in irregular spaces while also addressing mid and high-frequency behavior, providing versatile coverage across the entire audio spectrum.

Inventive Principle:
Principle #15Dynamics

4Manufacturing precision

If acoustical treatments are added to control modal resonances, then low-frequency uniformity improves, but the complexity of determining optimal treatment placement increases

Engineering Contradiction:
Improvefrequency response uniformityVSAvoidtreatment placement complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The patent replaces complex manual processes for determining acoustic treatment placement with automated computational algorithms. The system automatically evaluates numerous treatment configuration options, calculates their acoustic impact, and identifies optimal placements without requiring manual trial-and-error or complex analytical calculations by designers.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The system uses computational models and simulations to create virtual copies of acoustic treatment configurations and evaluates their performance before physical implementation. This allows designers to test and optimize multiple treatment placement scenarios in silico, identifying the optimal configuration without physical experimentation, thereby reducing placement complexity while achieving frequency response uniformity.

Inventive Principle:
Principle #26Copying

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

Achieves optimal audio performance by simultaneously addressing low-frequency response, spatial variation, and reverberation time, creating a neutral acoustic environment that faithfully reproduces audio content without coloration or temporal artifacts.

Implementation Method 1

The present invention extends the optimization of listening rooms to spaces of any size and shape, covering the entire audio spectrum through the integration of wave-based and geometrical acoustics

Methodology Applied
Scientific EffectWave-based acoustics: Sound

Implementation Method 2

The present invention extends the optimization of listening rooms to spaces of any size and shape, covering the entire audio spectrum through the integration of wave-based and geometrical acoustics

Methodology Applied
Scientific EffectGeometrical acoustics: Reflection

Implementation Method 3

By leveraging a library of pre-qualified acoustical materials and advanced acoustic treatment modeling techniques based on the Transfer Matrix Method, the invention determines the optimal placement and configuration of absorbers, diffusers, and resonators

Methodology Applied
Scientific EffectTransfer Matrix Method: Acoustic Absorption

Data Source

PatentUS12501231B1Method for iterative, multi-objective optimization of acoustical design to improve audio perception
Publication Date: 2025.12.16 REDI ACOUSTICS LLC
  • US12501231B1 patent drawing
  • US12501231B1 patent drawing
  • US12501231B1 patent drawing

AI summary

A method for optimizing acoustic performance in listening spaces addresses limitations in room acoustics for music production and reproduction. The method comprises two optimization steps: a multi-objective room optimization method applicable to any room shape and a multi-objective treatment optimization method that iteratively searches a library of potential acoustical treatments to determine optimal solutions for each accessible area. The method utilizes a multi-objective search engine to simultaneously optimize several critical acoustic metrics, including low-frequency response, spatial variation around listening positions, early reflections, modal temporal decay, and mid-to-high-frequency reverberation time. The integration of both optimization methods provides comprehensive acoustic control across the entire audible spectrum.