IP Library Granted Patent US 10,360,883
Granted Patent B2
US 10,360,883 · App. 15/689,225 · Granted Jul 23, 2019

Audio matching with semantic audio recognition and report generation

Inventors: Alan Neuhauser (Silver Spring, MD); John Stavropoulos (Edison, NJ)
Assignee: The Nielsen Company (US)
G10H1/0008G10L25/81G10L25/84G10H2210/036G10H2210/041G10H2210/056G10H2210/066G10H2210/071G10H2210/076G10H2210/081G10H2250/235G10H2250/251G10L15/00G10L25/51
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Quick Facts
Patent No.
US 10,360,883
App. No.
15/689,225
Granted
Jul 23, 2019
Kind
B2
Abstract

Example articles of manufacture and apparatus disclosed herein for producing supplemental information for audio signature data obtain the audio signature data of a first time period including data relating to at least one of time or frequency components representing a first characteristic of media. Disclosed examples also obtain first semantic audio signature data, for the first time period, that is a measure of generalized information representing characteristics of the media. Disclosed examples further store the audio signature data of the first time period in association with a second time period when it is determined that second semantic audio signature data for the second time period substantially matches the first semantic audio signature data for the first time period.

Claims (29)

1. An article of manufacture comprising instructions that, when executed, cause a processor to at least:

obtain audio signature data of a first time period, the audio signature data including data relating to at least one of time or frequency components representing a first characteristic of media;

obtain first semantic audio signature data for the first time period, the first semantic audio signature data being a measure of generalized information representing characteristics of the media; and

store the audio signature data of the first time period in association with a second time period when the processor determines that second semantic audio signature data for the second time period substantially matches the first semantic audio signature data for the first time period.

2. The article of manufacture of claim 1 , wherein the measure of generalized information representing characteristics of the media includes a timber feature having at least one of a mean of a spectral centroid, a variance of the spectral centroid, or a percentage of low/high energy frames.

3. The article of manufacture of claim 1 , wherein the measure of generalized information representing characteristics of the media includes a beat feature having at least one of an amplitude of peaks in a beat histogram, a period of peaks in the beat histogram, or a ratio between a peak and a sum of all peaks in the beat histogram.

4. The article of manufacture of claim 1 , wherein the measure of generalized information representing characteristics of the media includes a pitch feature having at least one of an amplitude of prominent peaks in a pitch histogram, or a period of peaks in the pitch histogram, where the pitch histogram is on a full semitone scale or an octave independent scale.

5. The article of manufacture of claim 1 , wherein the first semantic audio signature data includes at least one of a temporal feature, a spectral feature, a harmonic feature, or a rhythmic feature.

6. The article of manufacture of claim 1 , wherein the audio signature data is generated by transforming an audio signal of the media from a time domain to a frequency domain.

7. The article of manufacture of claim 1 , wherein the first semantic audio signature data is generated by transforming an audio signal of the media from a time domain to a frequency domain.

8. A apparatus for producing supplemental information for audio signature data, the apparatus including:

a processor to:

obtain the audio signature data at an input from a data network, the audio signature data received from a device, the audio signature data including data relating to at least one of time or frequency components representing a first characteristic of media;

obtain semantic audio signature data at the input from the data network, the semantic audio signature data received from the device, the semantic audio signature data being a measure of at least one of a timber feature, a beat feature or a pitch feature relating to a second characteristic of the media;

associate the semantic audio signature data to the audio signature data; and

process the associated semantic audio signature data and audio signature data to determine a change in the second characteristic relative to the first characteristic.

9. The apparatus of claim 8 , wherein the timber feature includes one of a mean of a spectral centroid, a variance of the spectral centroid, or a percentage of low/high energy frames.

10. The apparatus of claim 8 , wherein the beat feature includes one of an amplitude of peaks in a beat histogram, a period of peaks in the beat histogram, or a ratio between a peak and a sum of all peaks in the beat histogram.

11. The apparatus of claim 8 , wherein the pitch feature includes one of an amplitude of prominent peaks in a pitch histogram, or a period of peaks in the pitch histogram, where the pitch histogram is on a full semitone scale or an octave independent scale.

12. The apparatus of claim 8 , wherein the first semantic audio signature data includes at least one of a temporal feature, a spectral feature, a harmonic feature, or a rhythmic feature.

13. An article of manufacture comprising instructions that, when executed, cause a processor to at least:

obtain the audio signature data at an input from a data network, the audio signature data received from a device, the audio signature data including data relating to at least one of time or frequency components representing a first characteristic of media;

obtain semantic audio signature data at the input from the data network, the semantic audio signature data received from the device, the semantic audio signature data being a measure of at least one of a timber feature, a beat feature or a pitch feature relating to a second characteristic of the media;

associate the semantic audio signature data to the audio signature data; and

process the associated semantic audio signature data and audio signature data to determine a change in the second characteristic relative to the first characteristic.

14. The article of manufacture of claim 13 , wherein the timber feature includes one of a mean of a spectral centroid, variance of the spectral centroid, or a percentage of low/high energy frames.

15. The article of manufacture of claim 13 , wherein the beat feature includes one of an amplitude of peaks in a beat histogram, a period of peaks in the beat histogram, or a ratio between a peak and a sum of all peaks in the beat histogram.

16. The article of manufacture of claim 13 , wherein the pitch feature includes one of an amplitude of prominent peaks in a pitch histogram, or a period of peaks in the pitch histogram, where the pitch histogram is on a full semitone scale or an octave independent scale.

17. The article of manufacture of claim 13 , wherein the first semantic audio signature data includes at least one of a temporal feature, a spectral feature, a harmonic feature, or a rhythmic feature.

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 Aug 29, 2017
From: NEUHAUSER, ALAN; STAVROPOULOS, JOHN
To: THE NIELSEN COMPANY (US), LLC
Reel/Frame 043710/0483 →
Continuity (4)
Continuation 14877296 · Oct 7, 2015
Continuation 13725004 · Dec 21, 2012
Continuation In Part 13724836 · Dec 21, 2012
Related Publication 20170358283A1 · Dec 14, 2017