IP Library Granted Patent US 10,482,863
Granted Patent B2
US 10,482,863 · App. 16/239,238 · Granted Nov 19, 2019

Methods and apparatus to extract a pitch-independent timbre attribute from a media signal

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Quick Facts
Patent No.
US 10,482,863
App. No.
16/239,238
Granted
Nov 19, 2019
Kind
B2
Abstract

Methods and apparatus to classify media based on a pitch-independent timbre attribute from a media signal are disclosed. An example apparatus includes an interface to receive a media signal; a timbre database to store reference pitch-less timbre spectrums; and a processor to: compare a pitch-less timbre spectrum of the media signal to the reference pitch-less timbre spectrums; and classify the media signal based on data corresponding to a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums that matches the pitch-less timbre spectrum, the classification corresponding to at least one of an instrument or a genre.

Claims (30)

1. An apparatus comprising:

an interface to receive a media signal;

a timbre database to store reference pitch-less timbre spectrums; and

one or more processors to:

compare a pitch-less timbre spectrum of the media signal to the reference pitch-less timbre spectrums; and

classify the media signal based on data corresponding to a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums that matches the pitch-less timbre spectrum, the classification corresponding to at least one of an instrument or a genre.

2. The apparatus of claim 1 , wherein the one or more processors are to identify a media source of the media signal based on at least one of the timbre or the classification.

3. The apparatus of claim 2 , wherein the one or more processors are to generate a report based on at least one of the classification or the identification.

4. The apparatus of claim 1 , wherein the one or more processors are to, when the pitch-less timbre spectrum of the media signal does not match a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums, prompt for additional information corresponding to the media signal.

5. The apparatus of claim 4 , wherein the timbre database is to store the pitch-less timbre spectrum of the media signal as a reference pitch-less timbre spectrum in conjunction with the additional information.

6. The apparatus of claim 1 , further including an audio settings adjuster to determine a device setting adjustment based on the classification.

7. The apparatus of claim 6 , wherein the one or more processors are to generate a report including the device setting adjustment.

8. The apparatus of claim 7 , wherein the interface is to transmit the report to a device that output the media signal.

9. The apparatus of claim 1 , wherein the pitch-less timbre spectrum of the media signal corresponds to an inverse transform of a magnitude of a transform of a spectrum of the media signal.

10. A non-transitory computer readable storage medium comprising instructions which, when executed cause a machine to at least:

compare a pitch-less timbre spectrum of an obtained media signal to reference pitch-less timbre spectrums; and

classify the media signal based on data corresponding to a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums that matches the pitch-less timbre spectrum, the classification corresponding to at least one of an instrument or a genre.

11. The computer readable storage medium of claim 10 , wherein the instructions cause the machine to identify a media source of the media signal based on at least one of the timbre or the classification.

12. The computer readable storage medium of claim 11 , wherein the instructions cause the machine to generate a report based on at least one of the classification or the identification.

13. The computer readable storage medium of claim 10 , wherein the instructions cause the machine to, when the pitch-less timbre spectrum of the media signal does not match a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums, prompt for additional information corresponding to the media signal.

14. The computer readable storage medium of claim 13 , wherein the instructions cause the machine to store the pitch-less timbre spectrum of the media signal as a reference pitch-less timbre spectrum in conjunction with the additional information.

15. The computer readable storage medium of claim 10 , wherein the instructions cause the machine to determine a device setting adjustment based on the classification.

16. The computer readable storage medium of claim 15 , wherein the instructions cause the machine to generate a report including the device setting adjustment.

17. The computer readable storage medium of claim 16 , wherein the instructions cause the machine to transmit the report to a device that output the media signal.

18. The computer readable storage medium of claim 10 , wherein the pitch-less timbre spectrum of the media signal corresponds to an inverse transform of a magnitude of a transform of a spectrum of the media signal.

19. A method comprising:

obtaining a media signal;

comparing a pitch-less timbre spectrum of the media signal to the reference pitch-less timbre spectrums; and

classifying the media signal based on data corresponding to a reference pitch-less timbre spectrum of the reference pitch-less timbre spectrums that matches the pitch-less timbre spectrum, the classification corresponding to at least one of an instrument or a genre.

20. The method of claim 19 , further including identifying a media source of the media signal based on at least one of the timbre or the classification.

Assignments (8)
RELEASE (REEL 054066 / FRAME 0064) Recorded May 11, 2023
From: CITIBANK, N.A.
To: A. C. NIELSEN COMPANY, LLC; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE MEDIA SERVICES, LLC; THE NIELSEN COMPANY (US), LLC; NETRATINGS, LLC
Reel/Frame 063605/0001 →
RELEASE (REEL 053473 / FRAME 0001) Recorded May 11, 2023
From: CITIBANK, N.A.
To: A. C. NIELSEN COMPANY, LLC; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE MEDIA SERVICES, LLC; THE NIELSEN COMPANY (US), LLC; NETRATINGS, LLC
Reel/Frame 063603/0001 →
SECURITY INTEREST Recorded May 8, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: ARES CAPITAL CORPORATION
Reel/Frame 063574/0632 →
SECURITY INTEREST Recorded Apr 28, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: CITIBANK, N.A.
Reel/Frame 063561/0381 →
SECURITY AGREEMENT Recorded Jan 31, 2023
From: GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; GRACENOTE, INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC
To: BANK OF AMERICA, N.A.
Reel/Frame 063560/0547 →
CORRECTIVE ASSIGNMENT TO CORRECT THE PATENTS LISTED ON SCHEDULE 1 RECORDED ON 6-9-2020 PREVIOUSLY RECORDED ON REEL 053473 FRAME 0001. ASSIGNOR(S) HEREBY CONFIRMS THE SUPPLEMENTAL IP SECURITY AGREEMENT. Recorded Oct 7, 2020
From: A.C. NIELSEN (ARGENTINA) S.A.; A.C. NIELSEN COMPANY, LLC; ACN HOLDINGS INC.; ACNIELSEN CORPORATION; ACNIELSEN ERATINGS.COM; AFFINNOVA, INC.; ART HOLDING, L.L.C.; ATHENIAN LEASING CORPORATION; CZT/ACN TRADEMARKS, L.L.C.; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; NETRATINGS, LLC; NIELSEN AUDIO, INC.; NIELSEN CONSUMER INSIGHTS, INC.; NIELSEN CONSUMER NEUROSCIENCE, INC.; NIELSEN FINANCE CO.; NIELSEN FINANCE LLC; NIELSEN INTERNATIONAL HOLDINGS, INC.; NIELSEN MOBILE, LLC; NMR INVESTING I, INC.; TCG DIVESTITURE INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC; VIZU CORPORATION; VNU MARKETING INFORMATION, INC.; NMR LICENSING ASSOCIATES, L.P.; NIELSEN HOLDING AND FINANCE B.V.; THE NIELSEN COMPANY B.V.; VNU INTERNATIONAL B.V.
To: CITIBANK, N.A
Reel/Frame 054066/0064 →
SUPPLEMENTAL SECURITY AGREEMENT Recorded Jun 9, 2020
From: A. C. NIELSEN COMPANY, LLC; ACN HOLDINGS INC.; ACNIELSEN CORPORATION; ACNIELSEN ERATINGS.COM; AFFINNOVA, INC.; ART HOLDING, L.L.C.; ATHENIAN LEASING CORPORATION; CZT/ACN TRADEMARKS, L.L.C.; EXELATE, INC.; GRACENOTE, INC.; GRACENOTE DIGITAL VENTURES, LLC; GRACENOTE MEDIA SERVICES, LLC; NETRATINGS, LLC; NIELSEN AUDIO, INC.; NIELSEN CONSUMER INSIGHTS, INC.; NIELSEN CONSUMER NEUROSCIENCE, INC.; NIELSEN FINANCE CO.; NIELSEN FINANCE LLC; NIELSEN INTERNATIONAL HOLDINGS, INC.; NIELSEN MOBILE, LLC; NIELSEN UK FINANCE I, LLC; NMR INVESTING I, INC.; TCG DIVESTITURE INC.; TNC (US) HOLDINGS, INC.; THE NIELSEN COMPANY (US), LLC; VIZU CORPORATION; VNU MARKETING INFORMATION, INC.; NMR LICENSING ASSOCIATES, L.P.; NIELSEN HOLDING AND FINANCE B.V.; THE NIELSEN COMPANY B.V.; VNU INTERNATIONAL B.V.
To: CITIBANK, N.A.
Reel/Frame 053473/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 18, 2019
From: RAFII, ZAFAR
To: THE NIELSEN COMPANY (US), LLC
Reel/Frame 048624/0898 →