Method And Apparatus For Determining a User Age Range

Patent №

US 9,105,053

Granted

2015-08-11

Filed 2012

Owner

NOKIA CORPORATION

Lab

AI components

4

nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13634811

An approach is provided for determining a user age range. An age estimator causes, at least in part, acquisition of voice data. Next, the age estimator calculates a first set of probability values, wherein each of the probability values represents a probability that the voice data is in a respective one of a plurality of predefined age ranges, and the predefined age ranges are segments of a lifespan. Then, the age estimator derives a second set of probability values by applying a correlation matrix to the first set of probability values, wherein the correlation matrix associates the first set of probability values with probabilities of the voice data matching individual ages over the lifespan. Then, the age estimator, for each of the predefined age ranges, calculates a sum of the probabilities in the second set of probability values corresponding to the individual ages within the respective predefined age ranges. Further, the age estimator determines the predefined age range to associate with the voice data based, at least in part, on the calculated sums of the probabilities.

AI classification

Natural language1.00
Speech1.00
Planning0.94
AI hardware0.60
Machine learning0.32
Knowledge representation0.17
Evolutionary computation0.10
Vision0.06

Ownership

NOKIA CORPORATION

assignment · 289580073

Assignors

CAO, YANG, DING, FENG, TIAN, JILEI

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

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