USPTO Examiner KIM PAUL - Art Unit 2695

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19248353Magnetic Audio Distortion DeviceJune 2025August 2025Allow200YesNo
18811903NOISE PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUMAugust 2024May 2025Allow900YesNo
18807832ACOUSTIC OUTPUT APPARATUS, EARPHONE AND ULTRA-LINEAR MULTI-MAGNETIC DOUBLE-DIAPHRAGM LOUDSPEAKERAugust 2024March 2026Allow1900YesNo
18770016ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOFJuly 2024May 2025Allow1010NoNo
18766958MODULATOR CIRCUITSJuly 2024February 2026Allow2000YesNo
18725632ACTIVE NOISE REDUCTION METHOD AND DEVICE FOR VEHICLE AND STORAGE MEDIUMJune 2024February 2026Allow1900YesNo
18722169SIGNAL PROCESSING APPARATUS, SIGNAL PROCESSING METHOD, AND PROGRAMJune 2024January 2026Allow1900NoNo
18741731SPEAKER AND SPEAKER BOXJune 2024January 2026Allow1900YesNo
18715679STEREO AUDIO SIGNAL PROCESSING METHOD, ENCODING DEVICE, AND STORAGE MEDIUMMay 2024February 2026Allow2000YesNo
18715282Pressure-Controlled Audio Ducking CircuitMay 2024January 2026Allow2000NoNo
18666002METHOD FOR GENERATING CUSTOMIZED SPATIAL AUDIO WITH HEAD TRACKINGMay 2024December 2024Allow700YesNo
18664636MONO INTERAURAL TIME DELAY (ITD) RENDERINGMay 2024October 2025Allow1800NoNo
18661743SIMULTANEOUS DUAL USE OF AN ACOUSTIC DEVICE AS A LOUDSPEAKER AND MICROPHONEMay 2024December 2025Allow1900YesNo
18653704Vibroacoustic EarbudMay 2024January 2025Allow800YesNo
18642625SYSTEM AND METHOD FOR AUDIO SIGNAL PLACEMENT AND PROJECTIONApril 2024October 2025Allow1801YesNo
18618283Preamplifier SystemMarch 2024October 2025Allow1800NoNo
18614817AUTOMATIC VOLUME CONTROL FOR A HEARING DEVICEMarch 2024September 2025Allow1800YesNo
18611743NON-TRANSITORY COMPUTER-READABLE MEDIUM HAVING COMPUTER-READABLE INSTRUCTIONS AND SYSTEMMarch 2024July 2025Allow1600YesNo
18608247SYSTEM AND METHOD FOR ADAPTIVE BEAMFORMING FOR BOOMLESS HEADPHONES WITH FIXED POSITION MICROPHONESMarch 2024March 2026Allow2400YesNo
18593944AUDIO FENCING SYSTEM AND METHODMarch 2024March 2026Allow2401NoNo
18591802APPARATUS, METHOD, AND COMPUTER PROGRAM FOR ADJUSTING NOISE CONTROL PROCESSINGFebruary 2024January 2026Allow2210NoNo
18440210METHOD FOR DETERMINING AUDIO CODING/DECODING MODE AND RELATED PRODUCTFebruary 2024July 2025Allow1700NoNo
18434506Decorrelating Objects Based On AttentionFebruary 2024March 2026Allow2510YesNo
18433061SYSTEMS FOR USING AN AURICULAR DEVICE CONFIGURED WITH AN INDICATOR AND BEAMFORMER FILTER UNITFebruary 2024September 2025Allow1900YesNo
18425311UNMANNED AIRCRAFTJanuary 2024March 2025Allow1300YesNo
18422189Apparatus, Methods and Computer Programs for Processing Audio SignalsJanuary 2024September 2025Allow2000NoNo
18290825Determining Virtual Audio Source PositionsJanuary 2024September 2025Allow1900NoNo
18401278AUDIO PROCESSING METHOD AND SYSTEM, AND ELECTRONIC DEVICEDecember 2023August 2025Allow2000YesNo
18399148DEEP LEARNING BASED VOICE EXTRACTION AND PRIMARY-AMBIENCE DECOMPOSITION FOR STEREO TO SURROUND UPMIXING WITH DIALOG-ENHANCED CENTER CHANNELDecember 2023November 2025Allow2300NoNo
18397504NETWORKED GAMING HEADSETDecember 2023November 2024Allow1100YesNo
18390899INFORMATION PROCESSING APPARATUS AND CONTROL METHODDecember 2023August 2025Allow2000NoNo
18536169Micro-Speaker for Ear-Worn Hearing DeviceDecember 2023July 2025Allow2000YesNo
18535526DYNAMIC RANGE CONTROL FOR A WIDE VARIETY OF PLAYBACK ENVIRONMENTSDecember 2023September 2024Allow900YesNo
18535192ADAPTIVE PANNER OF AUDIO OBJECTSDecember 2023July 2025Allow1900YesNo
18532988Method and System for Detecting Sound Event Liveness Using a Microphone ArrayDecember 2023September 2024Allow900NoNo
18529078Method and System for Generating a Personalised Head-Related Transfer FunctionDecember 2023July 2025Allow1900YesNo
18526761EAR-WORN ELECTRONIC DEVICE INCORPORATING ANNOYANCE MODEL DRIVEN SELECTIVE ACTIVE NOISE CONTROLDecember 2023November 2024Allow1100YesNo
18523644SPATIAL SOUND IMPROVEMENT FOR SEAT AUDIO USING SPATIAL SOUND ZONESNovember 2023July 2025Allow2000NoNo
18517412SOUND PROCESSING APPARATUS, SOUND PROCESSING APPARATUS MAIN BODY AND HOLDERNovember 2023July 2025Allow2000YesNo
18515254ACOUSTIC SEALING ANALYSIS SYSTEMNovember 2023June 2025Allow1900NoNo
18507930HEARING DEVICE COMPRISING A NOISE REDUCTION SYSTEMNovember 2023July 2024Allow800YesNo
18507713Dynamic Computation of System Response VolumeNovember 2023June 2024Allow800YesNo
18505985INFORMATION PROCESSING APPARATUS AND METHOD, AND PROGRAMNovember 2023July 2024Allow810NoNo
18503816Spatial Audio ControllerNovember 2023August 2024Allow1001NoNo
18502124ACOUSTIC OUTPUT APPARATUSNovember 2023August 2024Allow1010NoNo
18498428SYSTEMS AND METHODS OF SPATIAL AUDIO PLAYBACK WITH ENHANCED IMMERSIVENESSOctober 2023January 2025Allow1500NoNo
18487199OUTPUT OF STEREO OR SPATIAL AUDIOOctober 2023November 2025Allow2500YesNo
18378398Facilitating hearing device fittingOctober 2023December 2025Allow2610NoNo
18373764NOISE SUPPRESSION SYSTEMSeptember 2023October 2024Allow1300YesNo
18551228SIGNAL PROCESSING DEVICE AND SIGNAL PROCESSING METHODSeptember 2023February 2026Allow2911NoNo
18468160AUDIO FILTER SYSTEMSeptember 2023June 2025Allow2100YesNo
18465636REPRESENTING SPATIAL AUDIO BY MEANS OF AN AUDIO SIGNAL AND ASSOCIATED METADATASeptember 2023March 2024Allow600NoNo
18243199INFORMATION PROCESSING METHOD, INFORMATION PROCESSING DEVICE, AND RECORDING MEDIUMSeptember 2023November 2025Allow2610NoNo
18241456Displaying a Location of Binaural Sound Outside a Field of ViewSeptember 2023July 2024Allow1010NoNo
18237803REVERBERATION FINGERPRINT ESTIMATIONAugust 2023September 2024Allow1210NoNo
18547494VIRTUALIZER FOR BINAURAL AUDIOAugust 2023May 2025Allow2100YesNo
18233491PROTECTIVE ELEMENT FOR AN ELECTROACOUSTIC TRANSDUCER OF A HEARING DEVICE OR FOR A SOUND TUBE INCLUDED IN A HEARING DEVICEAugust 2023May 2025Allow2100YesNo
18448344MODULAR COMMUNICATION DEVICEAugust 2023November 2024Allow1510NoNo
18364261METHOD FOR GENERATING CUSTOMIZED SPATIAL AUDIO WITH HEAD TRACKINGAugust 2023April 2024Allow800YesNo
18355674Earphone Modes of OperationJuly 2023October 2025Allow2710NoNo
18355168SYSTEM FOR MAINTAINING REVERSIBLE DYNAMIC RANGE CONTROL INFORMATION ASSOCIATED WITH PARAMETRIC AUDIO CODERSJuly 2023April 2024Allow900NoNo
18222575MULTI-INPUT PUSH-TO-TALK SWITCH WITH BINAURAL SPATIAL AUDIO POSITIONINGJuly 2023November 2024Abandon1610NoNo
18353092IMPEDANCE TRACKING FOR CONNECTOR BETWEEN SOURCE AND LOADJuly 2023July 2025Allow2400NoNo
18218775AMPLIFIER SYSTEMJuly 2023May 2025Allow2200YesNo
18259930METHOD AND SYSTEM FOR GENERATING A PERSONALIZED FREE FIELD AUDIO SIGNAL TRANSFER FUNCTION BASED ON FREE-FIELD AUDIO SIGNAL TRANSFER FUNCTION DATAJune 2023September 2025Allow2610NoNo
18269892A Method and Apparatus for Fusion of Virtual Scene Description and Listener Space DescriptionJune 2023April 2025Allow2200YesNo
18258041BINAURAL SIGNAL POST-PROCESSINGJune 2023April 2025Allow2200NoNo
18257543INTERACTIVE MIXED REALITY AUDIO TECHNOLOGYJune 2023January 2026Abandon3110NoNo
18329525DELIVERING ADDITIONAL INFORMATION TO RECEIVING PARTIES FOR TEXT MESSAGING BASED CALLER IDJune 2023June 2025Allow2400YesNo
18203561Signal processing methodMay 2023April 2025Allow2200NoNo
18202090REFRIGERATORMay 2023May 2025Allow2300YesNo
18038768AUDIO SIGNAL PROCESSING METHOD AND ELECTRONIC DEVICEMay 2023June 2025Allow2500YesNo
18318868METHOD FOR DETERMINING A SOUND FIELDMay 2023August 2025Allow2701YesNo
18197691ACTIVE NOISE CONTROL AND CUSTOMIZED AUDIO SYSTEMMay 2023November 2024Allow1811YesNo
18195768METHOD AND DEVICE FOR PROCESSING HRTF FILTERSMay 2023March 2025Allow2200YesNo
18313613SOUND SOURCE DISTANCE ESTIMATIONMay 2023September 2024Allow1710YesNo
18313111METHOD AND APPARATUS FOR A BINAURAL HEARING ASSISTANCE SYSTEM USING MONAURAL AUDIO SIGNALSMay 2023March 2025Allow2200YesNo
18311833AUTOMATIC VOLUME CONTROL FOR COMBINED GAME AND CHAT AUDIOMay 2023February 2024Allow900YesNo
18128542SYSTEMS AND METHODS FOR PRE-GENERATED INVERSE AUDIO CANCELINGMarch 2023July 2025Allow2801NoNo
18191878NON-TRANSITORY COMPUTER-READABLE MEDIUM HAVING COMPUTER-READABLE INSTRUCTIONS AND SYSTEMMarch 2023January 2024Allow900YesNo
18187853CHANNEL-BASED CONTROL OF AUDIO TRANSMISSIONSMarch 2023January 2025Allow2220YesNo
18186672A Smart Pendant device, System, and Method for Multimedia CommunicationsMarch 2023February 2025Allow2300YesNo
18186684METHOD FOR ADVISING PLACEMENT OF A SPEAKER SET IN A ROOM, AND SYSTEM IMPLEMENTING THE SAMEMarch 2023March 2025Allow2400YesNo
18186861DIFFERENTIAL MODELING OF ANALOG EFFECTS DEVICES AND GUITAR AMPLIFIERSMarch 2023January 2025Allow2200YesNo
18024577INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING TERMINAL, INFORMATION PROCESSING METHOD, AND PROGRAMMarch 2023February 2025Allow2300YesNo
18117368SYSTEMS AND METHODS FOR MODIFYING SPATIAL AUDIOMarch 2023March 2025Allow2400YesNo
18175045SYSTEMS AND METHODS OF SPATIAL AUDIO PLAYBACK WITH ENHANCED IMMERSIVENESSFebruary 2023September 2023Allow600NoNo
18112209ELECTROACOUSTIC DRIVERS AND LOUDSPEAKERS CONTAINING SAMEFebruary 2023September 2024Allow1910NoNo
18112237FORCE TRANSDUCERS FOR ELECTROACOUSTIC DRIVERS AND LOUDSPEAKERS CONTAINING SAMEFebruary 2023December 2024Allow2210NoNo
18171534GENERATING AN AUDIO SIGNAL FROM MULTIPLE MICROPHONES BASED ON UNCORRELATED NOISE DETECTIONFebruary 2023February 2024Allow1200YesNo
18171096INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAMFebruary 2023December 2024Allow2200YesNo
18169759EFFICIENT MULTI-EMITTER SOUNDFIELD REVERBERATIONFebruary 2023April 2025Allow2601YesNo
18153176WIRELESS SPEAKER CHAIRJanuary 2023September 2023Allow811YesNo
18092645ACOUSTIC SEALING ANALYSIS SYSTEMJanuary 2023August 2023Allow800NoNo
18088002SIGNAL PROCESSING DEVICE, METHOD, AND PROGRAMDecember 2022November 2024Allow2300YesNo
18084447LOUDNESS ADJUSTMENT FOR DOWNMIXED AUDIO CONTENTDecember 2022January 2024Allow1310NoNo
18080485INFORMATION PROCESSING DEVICE, SOUND EMISSION CONTROL METHOD, SOUND EMISSION CONTROL PROGRAM, AND ACOUSTIC SYSTEMDecember 2022February 2024Allow1400YesNo
18063738TRUE WIRELESS DEVICE AND DUAL-MODE TRUE WIRELESS DEVICEDecember 2022March 2026Allow3901YesNo
18075962NETWORKED GAMING HEADSETDecember 2022August 2023Allow800YesNo
18061753Method and System for Detecting Sound Event Liveness Using a Microphone ArrayDecember 2022August 2023Allow800YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KIM, PAUL.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
1
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
10.6%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
2
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
2
(100.0%)
Filing Benefit Percentile
6.1%
Lower than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 0.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner KIM, PAUL - Prosecution Strategy Guide

Executive Summary

Examiner KIM, PAUL works in Art Unit 2695 and has examined 84 patent applications in our dataset. With an allowance rate of 96.4%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner KIM, PAUL's allowance rate of 96.4% places them in the 86% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by KIM, PAUL receive 0.95 office actions before reaching final disposition. This places the examiner in the 7% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by KIM, PAUL is 27 months. This places the examiner in the 73% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +4.4% benefit to allowance rate for applications examined by KIM, PAUL. This interview benefit is in the 28% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 44.1% of applications are subsequently allowed. This success rate is in the 95% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 6.7% of cases where such amendments are filed. This entry rate is in the 7% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 13% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 66.7% of appeals filed. This is in the 50% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 52.9% are granted (fully or in part). This grant rate is in the 53% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 2.4% of allowed cases (in the 77% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 30% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.