INDEXING BASED ON TIME-VARIANT TRANSFORMS OF AN AUDIO SIGNAL'S SPECTROGRAM

Patent №

US 9,837,101

Granted

2017-12-05

Filed 2015

Owner

FACEBOOK, INC.

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14704372

An audio identification system generates audio fingerprints and indexes associated with the audio fingerprints based on discrete and overlapping frames within a sample of an audio signal. The system applies a time-to-frequency domain transform to a time-sequence of frames, which may be filtered. The audio identification system then applies a time-variant transformation (e.g., a Discrete Cosine Transform) to the transformed frames and generates an audio fingerprint and index by selecting sets of coefficients of the time-variant transformation. The system selects coefficients that are less sensitive to possible noise and/or distortions in the underlying signal, such as low-frequency coefficients. The time-variant transformation provides sufficient sampling among the indexes by incorporating the phase information of the frames into the indexes. The system stores the audio fingerprint and other identifying information by index for efficient retrieval and matching of the retrieved fingerprints.

Machine learningG10L 25/54G06F 16/683

AI classification

Machine learning0.69
Natural language0.31
Vision0.29
Planning0.16
Speech0.01
AI hardware0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

FACEBOOK, INC.

assignment · 361710318

Assignors

BILOBROV, SERGIY

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

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