IP Library Granted Patent US 11,792,481
Granted Patent B2
US 11,792,481 · App. 16/661,989 · Granted Oct 17, 2023

Methods and apparatus for playback using pre-processed profile information and personalization

Inventors: Robert Coover (Orinda, CA); Cameron Aubrey Summers (Oakland, CA); Joseph Renner (Oakland, CA); Markus Cremer (Orinda, CA); Warren Mansfield (Emeryville, CA)
Assignee: Gracenote, Inc.
H04N21/44224G06F3/165G06N3/04G06N3/08G10L25/30G10L25/51H03G5/165H04N9/87H04N21/439H04N21/4524H04R3/04H03F3/181H04R2430/01H04R2499/13
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Quick Facts
Patent No.
US 11,792,481
App. No.
16/661,989
Granted
Oct 17, 2023
Kind
B2
Abstract

Methods, apparatus, systems and articles of manufacture are disclosed for playback using pre-processed profile information and personalization. Example apparatus disclosed herein include a synchronizer to, in response to receiving a media signal to be played on a playback device, access an equalization (EQ) profile corresponding to the media signal; an EQ personalization manager to generate a personalized EQ setting; and an EQ adjustment implementor to modify playback of the media signal on the playback device based on a blended equalization generated based on the EQ profile and the personalized EQ setting.

Claims (49)

1. An apparatus comprising:

a synchronizer to, in response to receiving a media signal to be played on a playback device, access a first equalization (EQ) profile corresponding to the media signal;

an EQ personalization manager to generate a personalized EQ setting based on at least a second EQ profile corresponding to an application sourcing the media signal to the playback device; and

an EQ adjustment implementor to (i) generate a blended equalization by applying a first weight to the first EQ profile and a second weight to the personalized EQ setting, and (ii) modify playback of the media signal on the playback device based on the blended equalization.

2. The apparatus of claim 1 , further including a historical EQ manager to:

generate the personalized EQ setting based on past personalization settings; and

in response to historical equalization being enabled, adjust the personalized EQ setting based on EQ settings associated with a previous period of time.

3. The apparatus of claim 1 , further including a user input analyzer to:

in response to availability of data indicative of preferences of a user, determine EQ parameters based on the data indicative of preferences of the user, the EQ parameters corresponding to audio playback settings; and

adjust the personalized EQ setting based on the EQ parameters determined based on the data indicative of preferences of the user.

4. The apparatus of claim 1 , further including a device parameter analyzer to:

in response to availability of location data of the playback device, adjust the personalized EQ setting based on the location data of the playback device;

in response to availability of identification of a user, adjust the adjusted personalized EQ setting based on a user profile; and

adjust the adjusted personalized EQ setting based on the source of the media signal.

5. The apparatus of claim 1 , wherein the personalized EQ setting is additionally based on at least one of EQ settings associated with a previous period of time, data indicative of preferences of a user, location data of the playback device, a user profile.

6. The apparatus of claim 1 , wherein the EQ profile includes playback attributes corresponding to at least one of (1) information identifying a category associated with a song, (2) information identifying a category associated with a video segment, (3) information identifying a mood associated with the song or the video segment, or (4) information identifying signal strength parameters for different frequencies with a portion of the media signal.

7. A non-transitory computer readable storage medium comprising instructions which, when executed, cause one or more processors to at least:

in response to receiving a media signal to be played on a playback device, access a first equalization (EQ) profile corresponding to the media signal;

generate a personalized EQ setting based on at least a second EQ profile corresponding to an application sourcing the media signal to the playback device;

generate a blended equalization by applying a first weight to the first EQ profile and a second weight to the personalized EQ setting; and

modify playback of the media signal on the playback device based on the blended equalization.

8. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the one or more processors to:

generate the personalized EQ setting based on past personalization settings; and

in response to historical equalization being enabled, adjust the personalized EQ setting based on EQ settings associated with a previous period of time.

9. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the one or more processors to:

in response to availability of data indicative of preferences of a user, determine EQ parameters based on the data indicative of preferences of the user, the EQ parameters corresponding to audio playback settings; and

adjust the personalized EQ setting based on the EQ parameters determined based on the data indicative of preferences of the user.

10. The non-transitory computer readable storage medium of claim 7 , wherein the instructions, when executed, cause the one or more processors to:

in response to availability of location data of the playback device, adjust the personalized EQ setting based on the location data of the playback device;

in response to availability of identification of a user, adjust the adjusted personalized EQ setting based on a user profile; and

adjust the adjusted personalized EQ setting based on the source of the media signal.

11. The non-transitory computer readable storage medium of claim 7 , wherein the personalized EQ setting is based on at least one of EQ settings associated with a previous period of time, data indicative of preferences of a user, location data of the playback device, or a user profile.

12. The non-transitory computer readable storage medium of claim 7 , wherein the first EQ profile includes playback attributes corresponding to at least one of (1) information identifying a category associated with a song, (2) information identifying a category associated with a video segment, (3) information identifying a mood associated with the song or the video segment, or (4) information identifying signal strength parameters for different frequencies with a portion of the media signal.

13. A method comprising:

in response to receiving a media signal to be played on a playback device, accessing a first equalization (EQ) profile corresponding to the media signal;

generating a personalized EQ setting based on at least a second EQ profile corresponding to an application sourcing the media signal to the playback device;

generating a blended equalization by applying a first weight to the first EQ profile and a second weight to the personalized EQ setting; and

modifying playback of the media signal on the playback device based on the blended equalization.

14. The method of claim 13 , further including:

generating the personalized EQ setting based on past personalization settings; and

in response to historical equalization being enabled, adjusting the personalized EQ setting based on EQ settings associated with a previous period of time.

15. The method of claim 13 , further including:

in response to availability of data indicative of preferences of a user, determining EQ parameters based on the data indicative of preferences of the user, the EQ parameters corresponding to audio playback settings; and

adjusting the personalized EQ setting based on the EQ parameters determined based on the data indicative of preferences of the user.

16. The method of claim 13 , further including:

in response to availability of location data of the playback device, adjusting the personalized EQ setting based on the location data of the playback device;

in response to availability of identification of a user, adjusting the adjusted personalized EQ setting based on a user profile; and

adjusting the adjusted personalized EQ setting based on the source of the media signal.

17. The method of claim 13 , wherein the personalized EQ setting is based on at least one of EQ settings associated with a previous period of time, data indicative of preferences of a user, location data of the playback device, or a user profile.

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 Apr 7, 2020
From: COOVER, ROBERT; SUMMERS, CAMERON AUBREY; RENNER, JOSEPH; CREMER, MARKUS; MANSFIELD, WARREN
To: GRACENOTE, INC.
Reel/Frame 052327/0418 →
Continuity (5)
Provisional Application 62850528 · May 20, 2019
Provisional Application 62816823 · Mar 11, 2019
Provisional Application 62816813 · Mar 11, 2019
Provisional Application 62750113 · Oct 24, 2018
Related Publication 20200133624A1 · Apr 30, 2020