HARMONIC FEATURE PROCESSING FOR REDUCING NOISE

Patent №

US 9,704,506

Granted

2017-07-11

Filed 2017

Owner

KNUEDGE, INC.

Lab

AI components

4

ml · vision · speech · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15401608

Devices, systems and methods are disclosed for reducing noise in input data by performing a hysteresis operation followed by a lateral excitation smoothing operation. For example, an audio signal may be represented as a sequence of feature vectors. A row of the sequence of feature vectors may, for example, be associated with the same harmonic of the audio signal at different points in time. To determine portions of the row that correspond to the harmonic being present, the system may compare an amplitude to a low threshold and a high threshold and select a series of data points that are above the low threshold and include at least one data point above the high threshold. The system may iteratively perform a spreading technique, spreading a center value of a center data point in a kernel to neighboring data points in the kernel, to further reduce noise.

Machine learningVisionSpeechEvolutionary computationG10L 21/038G10L 21/0208G10L 21/0232G10L 21/0264G10L 21/0364G10L 21/0388G10L 25/18G10L 15/02+2 more

AI classification

Speech1.00
Machine learning0.99
Vision0.84
Evolutionary computation0.52
AI hardware0.30
Natural language0.00
Knowledge representation0.00
Planning0.00

Ownership

KNUEDGE, INC.

assignment · 479680427

Assignors

BRADLEY, DAVID C., MORIN, YAO HUANG

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

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