Playback Device Calibration with Moving-Microphone Room Response Mapping

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Solution Overview

Problem

Existing audio playback systems face challenges in accurately calibrating playback devices to account for environmental acoustic characteristics, leading to inconsistent audio quality across different locations within a given environment.

Innovation Solution

The system employs calibration sounds that span a wide frequency range, including noise and swept components, to determine the frequency response of playback devices, using a moving microphone to capture these sounds at multiple locations and adjust audio processing algorithms accordingly.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Manufacturing precision

If calibration sounds are played to determine frequency response, then audio quality consistency is improved, but the complexity of the calibration process increases

Engineering Contradiction:
Improveaudio quality consistencyVSAvoidcalibration process complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The system performs calibration measurements before actual audio playback, determining the frequency response characteristics of the environment in advance. This preliminary characterization allows the system to pre-compute equalization filters that compensate for environmental acoustic variations, thereby improving audio quality consistency without adding complexity during actual playback operations.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The calibration system uses the playback device itself to generate calibration sounds and the environment's natural acoustic properties to perform self-characterization. The system automatically measures its own frequency response by playing test signals and analyzing the captured output, eliminating the need for external calibration equipment or manual adjustments, thus improving precision without proportionally increasing complexity.

Inventive Principle:
Principle #25Self-service

2Measurement precision

If multiple calibration sounds spanning wide frequency range are used, then measurement precision is improved, but the time required for calibration increases

Engineering Contradiction:
Improvefrequency response measurement precisionVSAvoidcalibration time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The calibration process uses periodic test signals (such as sine sweeps or impulse sequences) that systematically excite different frequency ranges in a time-efficient manner. By using periodic signals with known spectral content, the system can accurately measure frequency response across the entire audible range through repeated measurements at different frequencies, achieving high precision without requiring excessively long calibration durations.

Inventive Principle:
Principle #19Periodic action

Solution Approach 2:

The calibration measurements are performed continuously across the frequency spectrum using swept-sine or impulse-based methods rather than discrete sequential measurements. This continuous approach allows the system to gather frequency response data across all relevant frequencies in a single calibrated sequence, maintaining measurement precision while minimizing total calibration time by eliminating gaps between measurements.

Inventive Principle:
Principle #20Continuity of useful action

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

This approach ensures that audio playback is optimized to the specific acoustic environment, providing consistent and improved audio quality across different locations by adjusting the frequency response of playback devices.

Implementation Method 1

emitting a calibration sound that spans a calibration frequency range

Methodology Applied
Scientific EffectAcoustic radiation: Acoustic Radiation Pressure

Implementation Method 2

capturing, via a microphone of the computing device, one or more calibration sounds played by the playback device

Methodology Applied
Scientific EffectAcoustic detection: Acoustics

Data Source

PatentUS10585639B2Facilitating calibration of an audio playback device
Publication Date: 2020.03.10 SONOS INC
  • US10585639B2 patent drawing
  • US10585639B2 patent drawing
  • US10585639B2 patent drawing

AI summary

Example techniques facilitate calibration of a playback device. An example implementation involves a computing device capturing, via a microphone, data representing multiple iterations of a calibration sound as played by a playback device. The computing device identifies multiple sections within the captured data. Two or more sections represent respective iterations of the calibration sound as played by the playback device. Based on the multiple identified sections, the computing device determines a frequency response of the playback device, the frequency response of the playback device representing audio output by the playback device and acoustic characteristics of an environment around the playback device. Based on the frequency response of the playback device and a target frequency response, the computing device determines one or more parameters of an audio processing algorithm and sends, to the playback device, the one or more parameters of the audio processing algorithm.