US 12,238,492 B2
Methods and apparatus for audio equalization based on variant selection
Robert Coover, Orinda, CA (US); Joseph Renner, Oakland, CA (US); and Cameron A. Summers, Oakland, CA (US)
Assigned to Gracenote, Inc., New York, NY (US)
Filed by Gracenote, Inc., Emeryville, CA (US)
Filed on Jan. 3, 2024, as Appl. No. 18/403,552.
Application 18/403,552 is a continuation of application No. 17/846,913, filed on Jun. 22, 2022, granted, now 11,902,760.
Application 17/846,913 is a continuation of application No. 17/039,549, filed on Sep. 30, 2020, granted, now 11,375,311, issued on Jun. 28, 2022.
Application 17/039,549 is a continuation of application No. 16/696,774, filed on Nov. 26, 2019, granted, now 10,798,484, issued on Oct. 6, 2020.
Prior Publication US 2024/0147153 A1, May 2, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. H04R 3/04 (2006.01); B60K 35/00 (2006.01); G06F 3/0482 (2013.01); G06F 9/54 (2006.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); B60K 35/10 (2024.01); B60K 35/26 (2024.01)
CPC H04R 3/04 (2013.01) [B60K 35/00 (2013.01); G06F 3/0482 (2013.01); G06F 9/542 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); B60K 35/10 (2024.01); B60K 35/26 (2024.01); B60K 2360/115 (2024.01); H04R 2499/13 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A non-transitory computer-readable medium, having stored thereon program instructions that, upon execution by one or more processors, cause the one or more processors to perform a set of operations comprising:
training a neural network model, wherein training the neural network model comprises applying an audio equalization profile to audio associated with a first variant of music, wherein the audio equalization profile includes a first audio equalization curve and a second audio equalization curve, and wherein the first audio equalization curve and the second audio equalization curve are associated with the first variant of music; and
executing the trained neural network Model to identify an equalization adjustment for the audio, wherein the equalization adjustment is lased on the audio equalization profile.