USPTO Examiner TESHALE AKELAW - Art Unit 2694

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18773154ACTIVITY DETECTION USING A HEARING INSTRUMENTJuly 2024January 2026Allow1810YesNo
18594250Validating Telephone Calls by Verifying Entity Identities Using BlockchainsMarch 2024June 2025Allow1510YesNo
18587479WIRELESS AUDIO SYSTEMSFebruary 2024June 2025Allow1510YesNo
18581804METHODS AND SYSTEMS FOR AUTOMATIC DISCOVERY OF FRAUDULENT CALLS USING SPEAKER RECOGNITIONFebruary 2024August 2025Allow1810YesNo
18442576AUTOMATED CALL REQUESTS WITH STATUS UPDATESFebruary 2024April 2025Allow1410YesNo
18432316FRAUD IMPORTANCE SYSTEMFebruary 2024January 2025Allow1210YesNo
18428351NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, INFORMATION PROCESSING METHOD, AND TERMINALJanuary 2024February 2026Allow2510YesNo
18422217METHOD FOR CONTROLLING A REAL-TIME CONVERSATION AND REAL-TIME COMMUNICATION AND COLLABORATION PLATFORMJanuary 2024July 2025Allow1820NoNo
18419141FRAUDULENT CALL DETECTIONJanuary 2024February 2025Allow1310YesNo
18407845SYSTEMS AND METHODS FOR INTERACTIVE VOICE RESPONSE AUTO-SCALINGJanuary 2024June 2025Allow1710NoNo
18394088QUALITY ALERTING FOR COMPUTER-AIDED DISPATCH SYSTEMSDecember 2023January 2026Allow2510NoNo
18394201ARTIFICIAL INTELLIGENCE BASED SETTING OF CONTROLS IN A USER INTERFACEDecember 2023February 2026Allow2610NoNo
18537629SYSTEMS AND METHODS FOR HANDLING CUSTOMER CONVERSATIONS AT A CONTACT CENTERDecember 2023November 2024Allow1110NoNo
18532358MESSAGE EXCHANGEDecember 2023July 2025Abandon1920NoNo
18527237VOICE MESSAGE DISPLAYDecember 2023April 2025Allow1710YesNo
18515768VALIDATING AUTOMATIC NUMBER IDENTIFICATION DATANovember 2023December 2024Allow1310NoNo
18507356METHOD FOR PLAYING MULTIMEDIA CUSTOMIZED RINGING SIGNAL AND CUSTOMIZED ALERTING TONE, AND APPLICATION SERVERNovember 2023October 2025Allow2310NoNo
18388100DEVICE, SYSTEM AND METHOD FOR CANCELLING ECHO AT ELECTRONIC DEVICESNovember 2023November 2025Allow2410NoNo
18501134SYSTEMS AND METHODS FOR MEDIA ANALYSIS FOR CALL STATE DETECTIONNovember 2023December 2025Allow2520YesNo
18557434DATA PROCESSING METHOD, OUTDOOR UNIT, INDOOR UNIT AND COMPUTER-READABLE STORAGE MEDIUMOctober 2023January 2026Allow2710NoNo
18485328AUDIO DEVICE AND CONTROL METHOD THEREOFOctober 2023August 2025Allow2210NoNo
18376889WED that Display a Virtual Image for a Telephone CallOctober 2023August 2025Allow2200NoNo
18477039WIDEBAND DOUBLETALK DETECTION FOR OPTIMIZATION OF ACOUSTIC ECHO CANCELLATIONSeptember 2023December 2025Allow2710YesNo
17783733METHOD AND SYSTEM TO PRE-DIAGNOSE AN ISSUE AND PROVIDE PERSONALIZED IVR SOLUTIONSeptember 2023October 2025Allow4010NoNo
18474435METHOD FOR DYNAMICALLY ADJUSTING A VOLUME LEVEL IN AN ONLINE MEETINGSeptember 2023August 2025Allow2310NoNo
18273450LEARNING METHOD FOR INTEGRATED NOISE ECHO CANCELLATION SYSTEM USING CROSS-TOWER NETWORKSeptember 2023September 2025Allow2610NoNo
18471477NLP-BASED CALL MONITORING METHOD FOR PREVENTING VOICE PHISHING AND APPARATUS THEREFORSeptember 2023December 2025Abandon2610NoNo
18469370MALICIOUS CALL ATTACK DETECTION AND MITIGATIONSeptember 2023July 2025Allow2100NoNo
18460955STEP-SIZE CONTROL FOR MULTI-CHANNEL ACOUSTIC ECHO CANCELLERSeptember 2023October 2025Allow2500NoNo
18459528SYSTEMS AND METHODS FOR INTELLIGENT CALL MANAGEMENTSeptember 2023June 2025Allow2210YesNo
18446863DATA ANALYSIS, FILTER AND PRESENTATION TECHNIQUES FOR CALL MANAGEMENT SYSTEMSAugust 2023November 2024Allow1510YesNo
18363145INTERACTIVE TELEPHONE SYSTEM NAVIGATIONAugust 2023November 2025Allow2720YesNo
18363164CONTEXT-BASED INTERACTIVE TELEPHONE SYSTEM NAVIGATIONAugust 2023February 2026Allow3110NoNo
18361171Semiconductor Device And Electronic ApparatusJuly 2023August 2025Allow2510NoNo
18224075System and methods for easy, secure, error free and controlled information sharing via audio communicationJuly 2023February 2024Allow710YesNo
18223815IDENTIFICATION AND PREVENTION OF SENSITIVE INFORMATION EXPOSURE IN TELEPHONIC CONVERSATIONSJuly 2023April 2025Allow2110YesNo
18223037SYSTEM AND METHOD FOR PLAYING A PERSONALIZED VOICE RECORDING WITH A STATUS UPDATE TO FOLLOW-UP CUSTOMER ON AN INBOUND CALL IN A CONTACT CENTERJuly 2023August 2025Allow2510NoNo
18346464METHODS AND SYSTEMS FOR INTERACTIVE RENDERING OF OBJECT BASED AUDIOJuly 2023August 2024Allow1410YesNo
18216131SYSTEMS AND METHODS FOR USE IN BLOCKING OF ROBOCALL AND SCAM CALL PHONE NUMBERSJune 2023August 2024Abandon1310NoNo
18216044SYSTEMS AND METHODS FOR USE IN DETECTING ANOMALOUS CALL BEHAVIORJune 2023July 2025Abandon2410NoNo
18340620HOLDING APPARATUS AND METHOD FOR HOLDING A MOBILE DEVICEJune 2023December 2025Allow3010NoNo
18339308PROVIDING CONTEXT FOR COLLABORATIVE DOCUMENTJune 2023October 2025Allow2810YesNo
18212429MACHINE LEARNING DATASET GENERATION USING A NATURAL LANGUAGE PROCESSING TECHNIQUEJune 2023February 2025Allow2020NoNo
18211752ADAPTIVE ENHANCEMENT OF AUDIO OR VIDEO SIGNALSJune 2023March 2025Allow2110YesNo
18337209CALL CONTEXT TRANSFER FROM ONE CALL CENTER SYSTEM TO OTHER CALL CENTER SYSTEM(S)June 2023July 2024Allow1310YesNo
18335831BLOCKING CONFERENCE AUDIO OUTPUTJune 2023November 2024Allow1700NoNo
18208628BANDWIDTH EXTENSION AND SPEECH ENHANCEMENT OF AUDIOJune 2023May 2025Allow2300NoNo
18327009AUDIO SIGNAL ENHANCEMENT METHOD, APPARATUS, DEVICE, AND READABLE STORAGE MEDIUMMay 2023July 2025Allow2610NoNo
18326028DISPLAYMay 2023August 2025Allow2610NoNo
18203142CONFIGURATION SYSTEM AND METHOD FOR AIRCRAFT EQUIPMENTMay 2023January 2026Allow3210YesNo
18324267Telephone Service Powered HotspotMay 2023June 2025Allow2510YesNo
18323937SYSTEMS AND METHODS FOR VIDEOCONFERENCING WITH SPATIAL AUDIOMay 2023May 2024Allow1210YesNo
18319777Video-Assisted Presence Detection In Telephony CommunicationsMay 2023May 2024Allow1210YesNo
18253029OPTIMIZED TRIGGERING OF TELEPHONE COMMUNICATIONSMay 2023June 2025Allow2520NoNo
18036616TELEPHONE RELAY DEVICE, TELECONFERENCE SERVER, TELECONFERENCE SYSTEM, TELEPHONE RELAY METHOD, AND PROGRAMMay 2023February 2025Allow2110NoNo
18196306FLEXIBLE ELECTRONIC DEVICE AND METHOD FOR ADJUSTING SOUND OUTPUT THEREOFMay 2023October 2025Allow3010YesNo
18144925CALL CENTER VOICE SYSTEM FOR USE WITH A REAL-TIME COMPLAINT IDENTIFICATION SYSTEMMay 2023March 2025Allow2210NoNo
18142756Systems and Methods for the Asynchronous Detection of On Hold Time in Multi-Channel CallsMay 2023March 2025Allow2210NoNo
18309051MINIMIZING GUNSHOT DETECTION FALSE POSITIVESApril 2023August 2024Abandon1610NoNo
18136437DEVICES AND METHODS FOR CONTROLLING AUDIO OUTPUT IN A TELEMATICS SYSTEMApril 2023April 2025Allow2410NoNo
18298805MOBILE SECRETARY CLOUD APPLICATIONApril 2023October 2023Allow610YesNo
18297256INTERCOM SYSTEM WITH INTEGRATED AUDIO SYSTEMApril 2023August 2025Allow2810YesNo
18125835CALIBRATION OF A LOUDSPEAKER SYSTEMMarch 2023July 2025Allow2810NoNo
18186579DIRECTIONAL AUDIO MICROPHONES IN A SURVEILLANCE SYSTEMMarch 2023July 2025Allow2710NoNo
18178348METHOD AND APPARATUS FOR PROCESSING REQUESTS FROM VOICE BOTSMarch 2023April 2025Allow2510NoNo
18177025SYNCHRONIZATION OF EMERGENCY CALL LOCATION MANAGER SETTINGS FILEMarch 2023September 2025Allow3010YesNo
18110515VIRTUAL COMMUNICATIONS ASSESSMENT SYSTEM IN A MULTIMEDIA ENVIRONMENTFebruary 2023March 2025Allow2510NoNo
18167989TELEPHONE NUMBER DEACTIVATION PROCESSFebruary 2023May 2025Allow2710YesNo
18165468Managing Characteristics of Active Noise ReductionFebruary 2023July 2024Allow1710YesNo
18161416Connecting A User Device To An Agent Device At A Contact CenterJanuary 2023July 2025Allow2920YesNo
18100433AUTOMATED CALL REQUESTS WITH STATUS UPDATESJanuary 2023November 2023Allow910YesNo
18099160SELECTING USER DEVICE DURING COMMUNICATIONS SESSIONJanuary 2023November 2023Allow1010NoNo
18155241TELEPHONE NUMBER MONITORINGJanuary 2023January 2025Allow2410YesNo
18095947DETERMINING MISSED CALL RATE IN OVER THE TOP (OTT) APPLICATIONSJanuary 2023September 2024Allow2110YesNo
18153040SYSTEMS AND METHODS FOR HANDLING CALL IDENTITY REQUIREMENTSJanuary 2023January 2025Allow2410NoNo
18013746METHOD, APPARATUS AND DEVICE AND STORAGE MEDIUM FOR REAL-TIME INFORMATION INTERACTIONDecember 2022September 2025Allow3310NoNo
18013361COMMUNICATION SYSTEMDecember 2022March 2025Abandon2710NoNo
18078144Communications Network Security for Handling Proxy Voice CallsDecember 2022February 2024Allow1410NoNo
17988808Assigning Room Impulse Responses (RIRs) to Zones Around a UserNovember 2022October 2024Allow2310NoNo
17987360Validating Telephone Calls by Verifying Entity Identities Using BlockchainsNovember 2022November 2023Allow1210YesNo
17924452RELAY APPARATUS, COMMUNICATION SYSTEM, RELAY METHOD, AND PROGRAMNovember 2022April 2024Allow1710NoNo
17981648HEARING DEVICE COMPRISING A DETECTOR AND A TRAINED NEURAL NETWORKNovember 2022July 2024Allow2000NoNo
17975833AUTOMATED CONVERSATIONAL MENU OVERLAY WITH IVR IN CONTACT CENTERSOctober 2022January 2025Allow2610YesNo
17972122MESSAGE EXCHANGEOctober 2022September 2023Allow1010NoNo
17970316METHOD, SYSTEM, AND PROGRAM ELEMENT FOR OPTIMIZING AN ABANDONED CALL NOTIFICATIONOctober 2022March 2025Allow2800NoNo
17967565ELECTROACOUSTIC CONVERSION DEVICEOctober 2022September 2024Allow2310YesNo
17919059DOUBLE TALK DETECTORSOctober 2022January 2025Allow2710NoNo
18045767POWER SUPPLY DEVICE AND METHOD FOR SEARCHING AUDIO OUTPUT DEVICE USING POWER SUPPLY DEVICEOctober 2022September 2024Allow2300NoNo
17962924AUTHORING AN IMMERSIVE HAPTIC DATA FILE USING AN AUTHORING TOOLOctober 2022February 2024Abandon1610NoNo
17962409MICROPHONE ASSEMBLY WITH IMPROVED STARTUP SETTLINGOctober 2022September 2024Allow3310NoNo
17938207ACOUSTIC SPEAKER COVER MATERIAL DETECTION SYSTEMS AND METHODSOctober 2022January 2025Allow2810NoNo
17958543PROCESSING SYSTEM, PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUMOctober 2022July 2023Allow910NoNo
17958591Spatial Audio CaptureOctober 2022February 2025Allow2810NoNo
17954422Voice Analysis Platform for Voiceprint Tracking and Anomaly DetectionSeptember 2022July 2024Allow2210NoNo
17953900ROUTINES FOR PLAYBACK DEVICESSeptember 2022November 2024Allow2510YesNo
17950413PREDICTING AMPLIFICATION FOR BROADCASTS FROM PERSONAL DEVICESSeptember 2022November 2024Allow2610NoNo
17945804BONE CONDUCTION LOUDSPEAKERSeptember 2022November 2024Allow2610NoNo
17931603SYSTEMS AND METHODS FOR UTILIZING A MACHINE LEARNING MODEL TO DETERMINE AN INTENT OF A VOICE CUSTOMER IN REAL TIMESeptember 2022December 2023Allow1510YesNo
17942644LIVE DATA DISTRIBUTION METHOD, LIVE DATA DISTRIBUTION SYSTEM, AND LIVE DATA DISTRIBUTION APPARATUSSeptember 2022December 2024Allow2710NoNo
17941807METHOD FOR IDENTIFYING COVER OPENING/CLOSING OF CHARGING BOXSeptember 2022November 2024Abandon2710NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
1
(50.0%)
Examiner Reversed
1
(50.0%)
Reversal Percentile
74.4%
Higher than average

What This Means

With a 50.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
8
Allowed After Appeal Filing
4
(50.0%)
Not Allowed After Appeal Filing
4
(50.0%)
Filing Benefit Percentile
80.1%
Higher 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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner TESHALE, AKELAW - Prosecution Strategy Guide

Executive Summary

Examiner TESHALE, AKELAW works in Art Unit 2694 and has examined 91 patent applications in our dataset. With an allowance rate of 94.5%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner TESHALE, AKELAW's allowance rate of 94.5% places them in the 83% 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 TESHALE, AKELAW receive 1.93 office actions before reaching final disposition. This places the examiner in the 48% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by TESHALE, AKELAW is 29 months. This places the examiner in the 65% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +0.9% benefit to allowance rate for applications examined by TESHALE, AKELAW. This interview benefit is in the 19% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 43.2% of applications are subsequently allowed. This success rate is in the 94% 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 46.2% of cases where such amendments are filed. This entry rate is in the 70% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 160.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 91% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 77.8% of appeals filed. This is in the 69% percentile among all examiners. Of these withdrawals, 57.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 90.9% are granted (fully or in part). This grant rate is in the 88% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 1.1% of allowed cases (in the 68% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 2.3% of allowed cases (in the 70% 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:

  • 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.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.

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.