METHOD AND APPARATUS FOR ESTIMATING SUBJECTIVE AUDIO SIGNAL QUALITY FROM OBJECTIVE DISTORTION MEASURES

Patent №

US 6,609,092

Granted

2003-08-19

Filed 1999

Owner

LUCENT TECHNOLOGIES, INC.

Lab

AI components

4

ml · nlp · speech · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09464901

A mapping function is generated between subjective measures of audio signal quality, e.g., mean opinion score (MOS) or degradation MOS (DMOS) measures, and corresponding objective distortion measures, e.g., auditory speech quality measures (ASQMs) or perceptual speech quality measures (PSQMs), for known audio signals. The subjective measures and corresponding objective distortion measures are determined in accordance with modulated noise reference unit (MNRU) conditions or other suitable distortion conditions placed on the source speech, and a regression analysis is applied to the results to generate the mapping function. The mapping function may then be utilized, e.g., to evaluate speech quality of additional source speech from a particular speech coding system. In this case, the objective distortion measure is generated using the additional source speech, and the resulting objective measure is applied as an input to the mapping function to generate an estimate of the value of the subjective measure. Advantageously, the mapping function is database-independent, and can thus be used, e.g., to generate accurate estimates of subjective measures of speech quality for speech databases unrelated to those used in generating the mapping function.

AI classification

Speech1.00
Natural language1.00
Planning0.97
Machine learning0.84
AI hardware0.01
Knowledge representation0.00
Evolutionary computation0.00
Vision0.00

Ownership

LUCENT TECHNOLOGIES, INC.

assignment · 106440502

Assignors

GHITZA, ODED, KIM, DOH-SUK, KROON, PETER

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC