METHOD AND DEVICE FOR DETERMINING THE QUALITY OF A SPEECH SIGNAL

Patent №

US 7,624,008

Granted

2009-11-24

Filed 2003

Owner

KONINKLIJKE KPN N.V.

Lab

AI components

1

speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10468087

Methods and devices for objectively predicting perceptual quality of speech signals degraded in a speech processing/transporting system which may have poor prediction results for degraded signals including extremely weak or silent portions. Improvement is achieved by applying a first scaling step in a pre-processing stage with a first scaling factor which is a function of a reciprocal value of power of the output signal increased by an adjustment value, and by a second scaling step with a second scaling factor which is substantially equal to the first scaling factor raised to an exponential value and with an adjustment value between zero and one. The second scaling step may be performed at various locations in the device. The adjustment values are adjusted using test signals with well-defined subjective quality scores.

AI classification

Speech1.00
Machine learning0.33
Planning0.02
AI hardware0.01
Knowledge representation0.01
Natural language0.01
Vision0.00
Evolutionary computation0.00

Ownership

KONINKLIJKE KPN N.V.

assignment · 148110989

Assignors

BEERENDS, JOHN G., HEKSTRA, ANDRIES P.

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

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