USPTO Examiner ADESANYA OLUJIMI A - Art Unit 2658

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18622750SYSTEMS AND METHODS FOR RETRIEVING PATIENT INFORMATION USING LARGE LANGUAGE MODELSMarch 2024November 2024Allow710YesNo
18435725AUDIO COMPRESSION FOR LOW OVERHEAD DECOMPRESSIONFebruary 2024January 2025Allow1120NoNo
18405528SPEECH PROCESSING USING USER SATISFACTION DATAJanuary 2024February 2025Allow1410NoNo
18544957UTILIZING MACHINE LEARNING MODELS TO IDENTIFY INSIGHTS IN A DOCUMENTDecember 2023October 2024Allow1010YesNo
18387766LEXICAL ANALYZER FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEMNovember 2023May 2025Abandon1820NoNo
18380538LEARNING OFFLINE VOICE COMMANDS BASED ON USAGE OF ONLINE VOICE COMMANDSOctober 2023April 2025Allow1810YesNo
18550873Systems and Methods for Virtual Assistant Enhanced Access of Services Related to Private Information Using a Voice-Enabled DeviceSeptember 2023August 2024Allow1110NoNo
18354645Automated Training of AI ChatbotsJuly 2023June 2024Abandon1120NoNo
18222325MANAGING DIALOG DATA PROVIDERSJuly 2023June 2024Allow1110YesNo
18193761AUDIO COMPRESSION FOR LOW OVERHEAD DECOMPRESSIONMarch 2023November 2023Allow710NoNo
18091037RESPONDING WITH UNRESPONSIVE CONTENTDecember 2022February 2024Allow1430YesNo
18088581COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATADecember 2022October 2023Abandon1010NoNo
17978638SYSTEMS AND METHODS FOR GPT GUIDED NEURAL PUNCTUATION FOR CONVERSATIONAL SPEECHNovember 2022March 2025Allow2910YesNo
18050958ARTIFICIAL INTELLIGENCE APPARATUSOctober 2022May 2023Allow710NoNo
17971635NATURAL QUESTION GENERATION VIA REINFORCEMENT LEARNING BASED GRAPH-TO-SEQUENCE MODELOctober 2022July 2023Allow810NoNo
17896576SPEECH GENERATION USING CROSSLINGUAL PHONEME MAPPINGAugust 2022April 2024Allow2030YesNo
17887134SYSTEMS AND METHODS FOR SEMANTIC-BASED PRE-TRAINING FOR DIALOGUE UNDERSTANDINGAugust 2022October 2024Allow2610NoNo
17848636SYSTEM AND METHOD FOR HANDLING MULTI-TURN CONVERSATIONS AND CONTEXT MANAGEMENT FOR VOICE ENABLED ECOMMERCE TRANSACTIONSJune 2022November 2023Allow1730YesNo
17784843CONVERSION TABLE GENERATION DEVICE, CONVERSION TABLE GENERATION METHOD, AND RECORDING MEDIUM FOR DECISION MAKING SUPPORTJune 2022March 2025Allow3310YesNo
17785040NATURAL LANGUAGE PROCESSING COMPREHENSION AND RESPONSE SYSTEM AND METHODSJune 2022October 2024Abandon2910NoNo
17833809METHOD FOR EXECUTING INSTRUCTION, RELEVANT APPARATUS AND COMPUTER PROGRAM PRODUCTJune 2022November 2024Abandon3010NoNo
17781046SYSTEM AND METHOD FOR ESTABLISHING DENTAL TREATMENT ENVIRONMENTMay 2022March 2025Allow3310YesNo
17827633FUZZY STRING ALIGNMENTMay 2022December 2022Allow610YesNo
17712417ELECTRONIC DEVICE AND CONTROL METHOD THEREOFApril 2022March 2025Allow3610YesNo
17763337METHOD AND APPARATUS FOR TEXT-BASED SPEECH SYNTHESISMarch 2022April 2024Allow2520NoNo
17667149SYSTEMS AND METHODS FOR FACILITATING DATA OBJECT EXTRACTION FROM UNSTRUCTURED DOCUMENTSFebruary 2022January 2024Abandon2320YesNo
17589707INTELLIGENT DEVICE IDENTIFICATIONJanuary 2022March 2024Allow2620YesNo
17586529TABLE COLUMN IDENTIFICATION USING MACHINE LEARNINGJanuary 2022January 2025Allow3610NoNo
17585619LARGE-SCALE TEXT DATA ENCODING AND COMPRESSIONJanuary 2022May 2025Allow4020YesNo
17585223VARIABLE WAKE WORD DETECTORSJanuary 2022March 2025Allow3820YesNo
17576797APPARATUS FOR ENCODING A SPEECH SIGNAL EMPLOYING ACELP IN THE AUTOCORRELATION DOMAINJanuary 2022January 2024Allow2420NoNo
17647187UTILIZING MACHINE LEARNING MODELS TO IDENTIFY INSIGHTS IN A DOCUMENTJanuary 2022August 2023Allow1920YesNo
17564745DIGITAL PROCESSING SYSTEMS AND METHODS FOR EXTERNAL EVENTS TRIGGER AUTOMATIC TEXT-BASED DOCUMENT ALTERATIONS IN COLLABORATIVE WORK SYSTEMSDecember 2021March 2024Allow2750YesNo
17596861Adaptive Diarization Model and User InterfaceDecember 2021May 2023Allow1610YesNo
17551449RESTROOM MAINTENANCE SYSTEMS HAVING A VOICE ACTIVATED VIRTUAL ASSISTANTDecember 2021April 2023Allow1610NoNo
17547971AUDIO ENCODER WITH A SIGNAL-DEPENDENT NUMBER AND PRECISION CONTROL, AUDIO DECODER, AND RELATED METHODS AND COMPUTER PROGRAMSDecember 2021April 2024Allow2810NoNo
17546540AUDIO ENCODER WITH A SIGNAL-DEPENDENT NUMBER AND PRECISION CONTROL, AUDIO DECODER, AND RELATED METHODS AND COMPUTER PROGRAMSDecember 2021February 2024Allow2710NoNo
17540600SPEAKER IDENTIFICATIONDecember 2021March 2023Allow1520NoNo
17537122ENABLING NATURAL CONVERSATIONS FOR AN AUTOMATED ASSISTANTNovember 2021February 2025Allow3820YesNo
17533036GENERATING A PRODUCT ONTOLOGY BASED UPON QUERIES IN A SEARCH ENGINE LOGNovember 2021February 2025Allow3910NoNo
17522501CREATION OF NOTES FOR ITEMS OF INTEREST MENTIONED IN AUDIO CONTENTNovember 2021October 2024Allow3530NoNo
17521472LEARNING OFFLINE VOICE COMMANDS BASED ON USAGE OF ONLINE VOICE COMMANDSNovember 2021June 2023Allow1920YesNo
17607825MEETING MANAGING METHOD, SERVER AND MEETING MANAGING SYSTEMOctober 2021October 2024Allow3510NoNo
17505925ELECTRONIC APPARATUS AND METHOD OF CONTROLLING THE SAMEOctober 2021November 2024Allow3620YesNo
17500044DETERMINING NAMED ENTITIES ASSOCIATED WITH ASPECT TERMS EXTRACTED FROM DOCUMENTS HAVING UNSTRUCTURED TEXT DATAOctober 2021July 2024Allow3310YesNo
17498707Reordering Of Foreground Audio Objects In The Ambisonics DomainOctober 2021September 2023Allow2320NoNo
17600850SPEECH SYNTHESIS METHOD, DEVICE AND COMPUTER READABLE STORAGE MEDIUMOctober 2021November 2023Allow2520NoNo
17490383ELECTRONIC DEVICE FOR PROCESSING USER UTTERANCE AND OPERATION METHOD THEREFORSeptember 2021September 2024Allow3520NoNo
17479331PERCEPTUAL ASSOCIATIVE MEMORY FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEMSeptember 2021March 2024Allow3030NoNo
17475897DETERMINING MULTILINGUAL CONTENT IN RESPONSES TO A QUERYSeptember 2021June 2024Allow3310YesNo
17473750MANAGING DIALOG DATA PROVIDERSSeptember 2021March 2023Allow1810YesNo
17396182DURATION INFORMED ATTENTION NETWORK (DURIAN) FOR AUDIO-VISUAL SYNTHESISAugust 2021March 2023Allow2020YesNo
17386530Discontinuous Transmission on Short-Range Packed-Based Radio LinksJuly 2021August 2024Abandon3640NoYes
17375156METHOD FOR TRAINING SEMANTIC ANALYSIS MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUMJuly 2021June 2024Abandon3510NoNo
17375236METHOD AND DEVICE FOR PROCESSING SENTENCE, AND STORAGE MEDIUMJuly 2021May 2024Abandon3410NoNo
17365084Systems and Methods for Data Extraction Using Proximity Co-ReferencingJuly 2021August 2022Allow1320NoNo
17347448KEYWORD GENERATING METHOD, APPARATUS, DEVICE AND STORAGE MEDIUMJune 2021December 2023Allow3010NoNo
17340990ADVERSARIAL DISCRIMINATIVE NEURAL LANGUAGE MODEL ADAPTATIONJune 2021September 2024Abandon4020YesNo
17335663METHODS AND SYSTEMS FOR CONFUSION REDUCTION FOR COMPRESSED ACOUSTIC MODELSJune 2021May 2024Allow3510NoNo
17328606LEXICAL ANALYZER FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEMMay 2021August 2023Allow2620NoNo
17308560MULTILINGUAL COMMUNICATION SYSTEM AND MULTILINGUAL COMMUNICATION PROVISION METHODMay 2021April 2023Abandon2310NoNo
17306656STABLE IDENTIFICATION OF ENTITY MENTIONSMay 2021January 2025Allow4530YesNo
17234936METHOD FOR TRAINING AND TESTING OBFUSCATION NETWORK CAPABLE OF OBFUSCATING DATA FOR PRIVACY, AND TRAINING DEVICE AND TESTING DEVICE USING THE SAMEApril 2021October 2021Allow610NoNo
17225589ONTOLOGY EXPANSION USING ENTITY-ASSOCIATION RULES AND ABSTRACT RELATIONSApril 2021January 2023Allow2110YesNo
17280008CONTROLLED TRAINING AND USE OF TEXT-TO-SPEECH MODELS AND PERSONALIZED MODEL GENERATED VOICESMarch 2021March 2025Abandon4830YesNo
17276309ELECTRONIC APPARATUS, SYSTEM AND METHOD FOR USING SPEECH RECOGNITION SERVICEMarch 2021September 2024Allow4330YesNo
17276192LEARNING DEVICE AND PATTERN RECOGNITION DEVICEMarch 2021December 2023Allow3310NoNo
17165349INFORMATION OUTPUT APPARATUS, QUESTION GENERATION APPARATUS, AND NON-TRANSITORY COMPUTER READABLE MEDIUMFebruary 2021May 2024Abandon3910NoNo
17164741BLOCKCHAIN-BASED TEXT SIMILARITY DETECTION METHOD, APPARATUS AND ELECTRONIC DEVICEFebruary 2021April 2021Allow310NoNo
17152154SYSTEMS AND METHODS FOR SWITCHING OPERATIONAL MODES BASED ON AUDIO TRIGGERSJanuary 2021February 2024Allow3730YesNo
17138106HIGH-BAND ENCODING METHOD AND DEVICE, AND HIGH-BAND DECODING METHOD AND DEVICEDecember 2020February 2023Allow2510NoNo
17118845TASK-ORIENTED DIALOG SYSTEM AND METHOD THROUGH FEEDBACKDecember 2020March 2023Allow2820YesNo
17117148COMPUTER-IMPLEMENTED METHOD FOR SPEECH SYNTHESIS, COMPUTER DEVICE,�AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUMDecember 2020July 2023Allow3210NoNo
17114612DIRECTIONAL VOICE COMMAND IDENTIFICATIONDecember 2020May 2024Allow4150YesNo
17103460System and Method for Temporal Attention Behavioral Analysis of Multi-Modal Conversations in a Question and Answer SystemNovember 2020June 2023Allow3010YesNo
17100934LOG PROCESSING DEVICE AND LOG PROCESSING METHODNovember 2020June 2023Allow3120YesNo
17099766Methods and Systems for Creating Design Compositions from Natural Linguistic or Discrete Decision InputNovember 2020November 2022Abandon2410NoNo
17092516VOICE INPUT PROCESSING METHOD AND ELECTRONIC DEVICE FOR SUPPORTING THE SAMENovember 2020July 2023Allow3230YesNo
17084672METHOD AND APPARATUS FOR VOICE CONVERSION AND STORAGE MEDIUMOctober 2020April 2024Allow4120NoNo
17067000SYSTEMS AND METHODS OF NATURAL LANGUAGE GENERATION FOR ELECTRONIC CATALOG DESCRIPTIONSOctober 2020July 2023Abandon3320YesNo
17035457METHOD AND SYSTEM OF EXTRACTING VOCABULARY FOR IMAGERY OF PRODUCTSeptember 2020January 2024Abandon3920NoNo
17021999KNOWLEDGE ACQUISITION TOOLSeptember 2020June 2023Allow3310YesNo
16998861SYSTEMS AND METHODS FOR UNIFIED EXTRACTION OF ATTRIBUTESAugust 2020March 2023Allow3110YesNo
16989807Development of Voice and Other Interaction ApplicationsAugust 2020April 2023Allow3210YesNo
16942925FEATURE VECTOR GENERATION FOR PROBABALISTIC MATCHINGJuly 2020May 2024Allow4540YesNo
16940466NEURAL NETWORK MODEL WITH EVIDENCE EXTRACTIONJuly 2020March 2023Abandon3210NoNo
16937641NEURAL-BASED ONTOLOGY GENERATION AND REFINEMENTJuly 2020October 2022Allow2720YesNo
16937704Natural Language Enrichment Using Action ExplanationsJuly 2020November 2023Allow4040YesNo
16929203METHOD AND SYSTEM FOR AUTOMATIC FORMALITY CLASSIFICATIONJuly 2020January 2023Allow3020NoNo
16922922MACHINE LEARNING ENABLED TEXT ANALYSIS WITH MULTI-LANGUAGE SUPPORTJuly 2020March 2023Allow3210YesNo
16874385PROCESSING STRUCTURED AND UNSTRUCTURED TEXT TO IDENTIFY SENSITIVE INFORMATIONMay 2020May 2023Allow3620YesNo
16755836LANGUAGE PROCESSING DEVICE, LANGUAGE PROCESSING SYSTEM AND LANGUAGE PROCESSING METHODApril 2020June 2023Abandon3820YesNo
16843975NATURAL QUESTION GENERATION VIA REINFORCEMENT LEARNING BASED GRAPH-TO-SEQUENCE MODELApril 2020March 2022Allow2300NoNo
16841271USER ACTIVITY SHORTCUT SUGGESTIONSApril 2020October 2021Allow1830YesNo
16835955DYNAMIC NATURAL QUESTION GENERATION VIA SEMANTIC KNOWLEDGE REPRESENTATIONMarch 2020August 2022Allow2810NoNo
16814362Processing System for Intelligently Linking Messages Using Markers Based on Language DataMarch 2020September 2022Allow3130YesNo
16807421SYSTEMS AND METHODS FOR ENABLING INTERPRETATION OF A NATURAL LANGUAGE SEARCH QUERYMarch 2020November 2022Abandon3210YesNo
16803383Input Method, Input Apparatus, and TerminalFebruary 2020October 2021Allow2010NoNo
16799788SYSTEMS AND METHODS FOR FACILITATING DATA OBJECT EXTRACTION FROM UNSTRUCTURED DOCUMENTSFebruary 2020September 2021Allow1910YesNo
16786242USER-CENTRIC OPTIMIZATION FOR INTERACTIVE DICTIONARY EXPANSIONFebruary 2020January 2023Allow3640YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ADESANYA, OLUJIMI A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
35
Examiner Affirmed
27
(77.1%)
Examiner Reversed
8
(22.9%)
Reversal Percentile
35.1%
Lower than average

What This Means

With a 22.9% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
64
Allowed After Appeal Filing
12
(18.8%)
Not Allowed After Appeal Filing
52
(81.2%)
Filing Benefit Percentile
20.3%
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, 18.8% 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 ADESANYA, OLUJIMI A - Prosecution Strategy Guide

Executive Summary

Examiner ADESANYA, OLUJIMI A works in Art Unit 2658 and has examined 534 patent applications in our dataset. With an allowance rate of 71.9%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 33 months.

Allowance Patterns

Examiner ADESANYA, OLUJIMI A's allowance rate of 71.9% places them in the 27% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by ADESANYA, OLUJIMI A receive 2.68 office actions before reaching final disposition. This places the examiner in the 90% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by ADESANYA, OLUJIMI A is 33 months. This places the examiner in the 28% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +22.6% benefit to allowance rate for applications examined by ADESANYA, OLUJIMI A. This interview benefit is in the 72% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 22.6% of applications are subsequently allowed. This success rate is in the 20% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 22.1% of cases where such amendments are filed. This entry rate is in the 20% 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, 25.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 27% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 46.2% of appeals filed. This is in the 8% percentile among all examiners. Of these withdrawals, 33.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 25.8% are granted (fully or in part). This grant rate is in the 17% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.2% of allowed cases (in the 49% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 2.6% of allowed cases (in the 69% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).

Prosecution Strategy Recommendations

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

  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • 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.

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.