Prosecution Insights
Last updated: August 17, 2026
Application No. 18/914,681

METHOD AND SYSTEM FOR RECONSTRUCTING SPEECH SIGNALS

Non-Final OA §102§103
Filed
Oct 14, 2024
Examiner
SINGH, SATWANT K
Art Unit
2653
Tech Center
2600 — Communications
Assignee
Harman International Industries Incorporated
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
7m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 90% — above average
90%
Career Allowance Rate
717 granted / 798 resolved
+27.8% vs TC avg
Moderate +10% lift
Without
With
+9.5%
Interview Lift
resolved cases with interview
Typical timeline
2y 5m
Avg Prosecution
17 currently pending
Career history
814
Total Applications
across all art units

Statute-Specific Performance

§101
21.5%
-18.5% vs TC avg
§103
28.4%
-11.6% vs TC avg
§102
33.6%
-6.4% vs TC avg
§112
2.1%
-37.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 798 resolved cases

Office Action

§102 §103
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 . Information Disclosure Statement The information disclosure statement (IDS) submitted on 10/14/2024 was filed in compliance with the provisions of 37 CFR 1.97. Accordingly, the information disclosure statement is being considered by the examiner. Claim Objections Claim 3 is objected to because of the following informalities: Claim 3, please change the first instance of "LPC" to " linear predictive coding (LPC)” as abbreviations change in meaning over time and it is the first instance of this abbreviation. . Appropriate correction is required. Claim 4 is objected to because of the following informalities: Claim 4 is dependent on claim 1. It appears to the examiner that claim 4 should be dependent on claim 3. Appropriate correction is required. Claim 14 is objected to because of the following informalities: Claim 14 is dependent on claim 11. It appears to the examiner that claim 14 should be dependent on claim 13. Appropriate correction is required. Claim Rejections - 35 USC § 102 The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claims 1, 10-12, and 20 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Garnell et al. (US 2024/0129659). Regarding Claim 1, Garnell et al discloses a method for reconstructing speech signals, the method comprising: estimating a transfer function between an in-air speech signal and an in-ear speech signal (The signal thereby sub-sampled is sent to a filter 64 the transfer function of which denoted by S.sub.hat is an estimate of the transfer function between the signal which leaves the adder 96 and the signal measured by the external microphone 32 (page 3, paragraph [0061]); obtaining an estimated speech signal based on the estimated transfer function and the in-ear speech signal (An estimate of S.sub.hat is obtained by fitting a series of bi-quad circuits to the above expression using transfer functions measured at the acoustic cavities as illustrated in FIG. 4 representing the amplitude and the phase of the transfer function whereas the static internal noise reduction filter 58 is active) (page 3, paragraph [0064]); performing an excitation expansion on the estimated speech signal to obtain a first estimated excitation signal (The input 22 for the audio signal to be reproduced is connected by an adder 96 to the main branch at the output of the noise reduction processing filter 30 so that the signal to be reproduced, the external noise reduction signal S.sub.ABE and the internal noise reduction signal s.sub.ABI are added for forming the excitation signal denoted by s.sub.E applied to the transducer 16 after amplification by the amplifier 18) (page 3, paragraph [0078]); and reconstructing a speech signal based on the first estimated excitation signal (The input 22 for the audio signal to be reproduced is connected by an adder 96 to the main branch at the output of the noise reduction processing filter 30 so that the signal to be reproduced, the external noise reduction signal S.sub.ABE and the internal noise reduction signal s.sub.ABI are added for forming the excitation signal denoted by s.sub.E applied to the transducer 16 after amplification by the amplifier 18) (page 3, paragraph [0078]). Regarding Claim 10, Garnell et al discloses the method, wherein the in-air speech signal is outputted from at least one in-air sensor (the headset includes an external microphone 31 suitable for picking up the ambient sound FF from outside the cavity 14 (page 2, paragraph [0042]) and the in-ear speech signal is outputted from at least one in-ear sensor (The headset further includes an internal microphone 32 arranged in the cavity 14, for capturing the internal sound FB in the cavity) (page 2, paragraph [0043); and wherein the at least one in-air sensor and the at least one in-ear sensor are included in a headset device (Fig. 2, headset 10) (page paragraphs [0035], [0042, and [0043]). Regarding Claim 11, Garnell et al discloses a system for reconstructing speech signals, the system comprising: at least one in-air sensor (the headset includes an external microphone 31 suitable for picking up the ambient sound FF from outside the cavity 14 (page 2, paragraph [0042]); at least one in-ear sensor (The headset further includes an internal microphone 32 arranged in the cavity 14, for capturing the internal sound FB in the cavity) (page 2, paragraph [0043); and a processor coupled to the at least one in-air sensor and the at least one in-ear sensor (The two microphones 31, 32 are connected to the noise reduction processing filter 30) (page 2, paragraph [0043]) and configured to: estimate a transfer function between an in-air speech signal outputted from the at least one in-air sensor and an in-ear speech signal outputted from the at least one in-ear sensor (The signal thereby sub-sampled is sent to a filter 64 the transfer function of which denoted by S.sub.hat is an estimate of the transfer function between the signal which leaves the adder 96 and the signal measured by the external microphone 32 (page 3, paragraph [0061]); obtain an estimated speech signal based on the estimated transfer function and the in-ear speech signal (An estimate of S.sub.hat is obtained by fitting a series of bi-quad circuits to the above expression using transfer functions measured at the acoustic cavities as illustrated in FIG. 4 representing the amplitude and the phase of the transfer function whereas the static internal noise reduction filter 58 is active) (page 3, paragraph [0064]); perform an excitation expansion on the estimated speech signal to obtain a first estimated excitation signal (The input 22 for the audio signal to be reproduced is connected by an adder 96 to the main branch at the output of the noise reduction processing filter 30 so that the signal to be reproduced, the external noise reduction signal S.sub.ABE and the internal noise reduction signal s.sub.ABI are added for forming the excitation signal denoted by s.sub.E applied to the transducer 16 after amplification by the amplifier 18) (page 3, paragraph [0078]); and reconstruct a speech signal based on the first estimated excitation signal (The input 22 for the audio signal to be reproduced is connected by an adder 96 to the main branch at the output of the noise reduction processing filter 30 so that the signal to be reproduced, the external noise reduction signal S.sub.ABE and the internal noise reduction signal s.sub.ABI are added for forming the excitation signal denoted by s.sub.E applied to the transducer 16 after amplification by the amplifier 18) (page 3, paragraph [0078]). Claim 20 is rejected for the same reason as claim1. Claim Rejections - 35 USC § 103 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. Claims 2 and 12 are rejected under 35 U.S.C. 103 as being unpatentable over in view of Garnell et al in view of Hoang Co Thuy (US 11,678,105) . Garnell et al fails to teach the method, wherein the obtaining the estimated speech signal comprises: convoluting the in-ear speech signal with an impulse response of an inverse of the estimated transfer function to obtain the estimated speech signal. Hoang Co Thuy teaches the method, wherein the obtaining the estimated speech signal comprises: convoluting the in-ear speech signal with an impulse response of an inverse of the estimated transfer function to obtain the estimated speech signal (In any embodiment and according to the invention, the external 34 and internal 44 noise-cancelling filters, when present, have a transfer function each formed by the product of: the inverse of the transfer function of a processed secondary path, and a noise cancellation transfer function) (col. 4, lines 26-32). Therefore it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have combined the teachings of Garnell with the teachings of Hoang Co Thuy to improve functionality of the headset by providing a solution to the feedback problems in the headset. Claim 12 is rejected for the same reason as claim 2. Allowable Subject Matter Claims 3-9 and 13-19 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. Cited Art The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Maia (US 9466,285) discloses deriving speech synthesis parameters from an input speech audio signal. Leff et al. (US 9,837,091) discloses an audio-visual dialogue system that allows a user to create an “avatar” which may be customized to look and sound a particular way. Bouserhal et al. (US 10,783,904) discloses improving the quality of in-ear microphone signals in noisy environments. Karkkainen et al. (US 2019/0325887) discloses enabling in-ear voice capture using deep learning. Yang et al. (US 2024/0331714) discloses detecting distortions of speech signals and inpainting the distorted signals. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to SATWANT K SINGH whose telephone number is (571)272-7468. The examiner can normally be reached Monday thru Friday 9:00 AM to 6:00 PM EST. 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, Paras D Shah can be reached at (571}270-1650. 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. /SATWANT K SINGH/Primary Examiner, Art Unit 2653
Read full office action

Prosecution Timeline

Oct 14, 2024
Application Filed
Jul 15, 2026
Non-Final Rejection mailed — §102, §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12688371
SEMANTIC MAP GENERATION FROM NATURAL-LANGUAGE-TEXT DOCUMENTS
2y 7m to grant Granted Jul 21, 2026
Patent 12688227
AUTOMATIC GENERATION OF PRESENTATIONS FROM DOCUMENTS
2y 6m to grant Granted Jul 21, 2026
Patent 12670907
CONTEXT-BASED DEVICE ARBITRATION
2y 0m to grant Granted Jun 30, 2026
Patent 12664969
REAL-TIME CONTEXTUALLY AWARE ARTIFICIAL INTELLIGENCE (AI) ASSISTANT SYSTEM AND A METHOD FOR PROVIDING A CONTEXTUALIZED RESPONSE TO A USER USING AI
2y 0m to grant Granted Jun 23, 2026
Patent 12658183
ARTIFICIAL INTELLIGENCE VOICE-BASED ASSISTANCE FOR CUSTOMIZED OR CONTEXT BASED INTERACTION
2y 3m to grant Granted Jun 16, 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
90%
Grant Probability
99%
With Interview (+9.5%)
2y 5m (~7m remaining)
Median Time to Grant
Low
PTA Risk
Based on 798 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