Prosecution Insights
Last updated: May 29, 2026
Application No. 18/774,427

AUTOMATED THRESHOLD ADJUSTMENT OF NON-LINEAR PROCESSOR FOR ACOUSTIC ECHO CANCELLATION

Non-Final OA §103
Filed
Jul 16, 2024
Priority
Jul 17, 2023 — provisional 63/514,022
Examiner
LAEKEMARIAM, YOSEF K
Art Unit
2691
Tech Center
2600 — Communications
Assignee
Shure Acquisition Holdings Inc.
OA Round
1 (Non-Final)
82%
Grant Probability
Favorable
1-2
OA Rounds
10m
Est. Remaining
96%
With Interview

Examiner Intelligence

Grants 82% — above average
82%
Career Allowance Rate
801 granted / 972 resolved
+20.4% vs TC avg
Moderate +14% lift
Without
With
+14.1%
Interview Lift
resolved cases with interview
Typical timeline
2y 8m
Avg Prosecution
26 currently pending
Career history
999
Total Applications
across all art units

Statute-Specific Performance

§101
0.2%
-39.8% vs TC avg
§103
89.5%
+49.5% vs TC avg
§102
3.8%
-36.2% vs TC avg
§112
1.6%
-38.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 972 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Allowable Subject Matter 1. Claims 2-5, 8-11, 13-15 and 18-20 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. Claim Rejections - 35 USC § 103 2.The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. 3.Claim(s) 1, 6, 12 and 16 is/are rejected under 35 U.S.C. 103 as being unpatentable over Mani et al. (US 10375251). Regarding claims 1 and 12, Mani discloses a device, comprising: one or more processors (Col.7 lines 12-15 and fig.3, 301: Mani discusses how a system implemented by a processor), any of the one or more processors configured to: determine whether a conferencing session is in a far end single talk condition , based on a microphone signal and a filtered remote audio signal (Col.2 lines 39-44 and Col.2 lines 22-24: Mani discusses a single talk discriminator to determine whether the microphone signal is indicative of a single talk (i.e. to determine a single a single talk condition); Mani also discusses how the echo canceller may comprise an adaptive filter (i.e. to filtered remote audio signal) to generate an estimate of the echo from the second far-end signal); and based on the conferencing session being determined to be in the far end single talk condition (Col.2 lines 39-44), set a threshold of a non-linear processor to be a predetermined amount above a ratio between a level of the microphone signal and a level of the filtered remote audio signal (Col.2 lines 13-60, Col.3 lines 35-40 and Col.7 lines 48-51: Mani discusses how the single talk discriminator compare the first ratio with a first predetermined threshold, and determine that the microphone signal is indicative of a single talk if the first ratio is above the first predetermined threshold; and how the system attenuating at least one of the microphone signal and the far-end signal to output a second microphone signal). Mani discloses the invention set forth above but does not specifically mentioning “a conferencing session” Mani however discloses a start of a communication using a communication devices; and communication between far-end and near-end devices using teleconferencing equipment (Mani: Col.2 lines 9-11, Col.6 lines 65-67 and fig.1a). It would have been obvious to one of ordinary skill in the art to interpret the communication between two end devices as “a conferencing session” as disclosed by Mani, thus improve a method for tuning an acoustic echo canceller, as teach by Mani Considering claims 6 and 16, Mani further discloses the device of claims 1 and 12, where any of the one or more processors is further configured to: determine whether the conferencing session is in a doubletalk condition, based on the microphone signal and the filtered remote audio signal (Col.7 lines 19-55: adaptive filter detecting double talk from microphone signal); and based on the conferencing session being determined to be in the doubletalk condition, set the threshold of the non-linear processor to a predetermined value (Col.6 lines 46-52 and Col.7 lines 44-55). 4. Claim(s) 7 and 17 is/are rejected under 35 U.S.C. 103 as being unpatentable over Mani et al. (US 10375251) in view of Sconza et al. (US 20230065067). Considering claims 7 and 17, Mani fail to disclose claims 7 and 17. Sconza however discloses the method of claims 7 and 17, wherein any of the one or more processors is configured to set the threshold of the non-linear processor by setting the threshold of the non-linear processor to be the predetermined value of no greater than 1 dB (abstract lines 3-7: Sconza discusses how the communication between a loudspeaker and the non-linear processor can be utilized to adjust the threshold of the non-linear processor , i.e. it would have been obvious to adjust the threshold value to any value including a value no greater than 1dB). It would have been obvious to one of ordinary skill in the art at the time the invention was filed before the effective filing date of the invention to modify the invention of Mani, and modify a system wherein any of the one or more processors is configured to set the threshold of the non-linear processor by setting the threshold of the non-linear processor to be the predetermined value of no greater than 1 dB, as taught by Sconza, thus improves the removal of residual echo by the non-linear processor through use of the acoustic echo cancellation system and the non-linear processor systems, and enhances the overall acoustic echo cancellation performance, as discussed by Sconza. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to YOSEF K LAEKEMARIAM whose telephone number is (571)270-5149. The examiner can normally be reached 9:30-6:30 M-F. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Duc Nguyen can be reached at (571) 272-7503. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. YOSEF K. LAEKEMARIAM Primary Examiner Art Unit 2651 /YOSEF K LAEKEMARIAM/Primary Examiner, Art Unit 2691
Read full office action

Prosecution Timeline

Jul 16, 2024
Application Filed
Mar 27, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12641198
AVATAR DISPLAY IN SPATIAL CONFIGURATION AND AT ORIENTATION IDENTIFIED ACCORDING TO FOCUS OF ATTENTION
2y 1m to grant Granted May 26, 2026
Patent 12634578
PORTABLE INFORMATION HANDLING SYSTEM MAGNETICALLY ATTACHED CAMERA BATTERY CHARGE MANAGEMENT
3y 3m to grant Granted May 19, 2026
Patent 12627940
Vehicle Cabin Simulation for Audio Tuning and Testing
2y 2m to grant Granted May 12, 2026
Patent 12621628
SYSTEMS AND METHODS FOR PROVIDING AUGMENTED AUDIO
2y 10m to grant Granted May 05, 2026
Patent 12615341
DIGITAL OVERLAY
2y 11m to grant Granted Apr 28, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2
Expected OA Rounds
82%
Grant Probability
96%
With Interview (+14.1%)
2y 8m (~10m remaining)
Median Time to Grant
Low
PTA Risk
Based on 972 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month