USPTO Examiner SCHMIEDER NICOLE A K - Art Unit 2659

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18770736SPEECH TRANSLATION METHOD AND SYSTEM USING MULTILINGUAL TEXT-TO-SPEECH SYNTHESIS MODELJuly 2024March 2026Allow2000YesNo
18674678Methods and Apparatus to Fingerprint an Audio Signal Via Exponential NormalizationMay 2024December 2024Allow700YesNo
18640026GENERATIVE ARTIFICIAL INTELLIGENCE BASED (GEN AI-BASED) CONTENT GENERATION SYSTEM AND METHOD FOR GENERATING PERSONA-BASED QUESTION ANSWERS TO OPTIMIZE USER EXPERIENCESApril 2024March 2026Allow2200YesNo
18639796SYSTEMS AND METHODS FOR GENERATING LEGAL DOCUMENT DRAFTSApril 2024February 2025Allow1010NoNo
18629057HIGH-PERFORMANCE MICROCODED TEXT PARSERApril 2024January 2026Allow2130YesNo
18393866Multi-Channel Signal Encoding Method, Multi-Channel Signal Decoding Method, Encoder, and DecoderDecember 2023July 2024Allow700YesNo
18535641MENTAL HEALTH DIAGNOSTICS USING AUDIO DATADecember 2023August 2025Allow2020YesNo
18496130ARTIFICIAL INTELLIGENCE PLATFORM WITH IMPROVED CONVERSATIONAL ABILITY AND PERSONALITY DEVELOPMENTOctober 2023March 2024Allow510YesNo
18496114ARTIFICIAL INTELLIGENCE PLATFORM WITH IMPROVED CONVERSATIONAL ABILITY AND PERSONALITY DEVELOPMENTOctober 2023September 2024Allow1130YesNo
18378887Contextual Natural Language CensoringOctober 2023June 2025Allow2030YesNo
18374443GENERATING INSTRUCTIONS FOR CONFIGURING RESOURCES USED BY INTERNAL SERVICES OF AN ONLINE SYSTEM USING A GENERATIVE MODELSeptember 2023March 2026Allow3010YesNo
18371704TRANSLATION METHOD AND SYSTEM USING MULTILINGUAL TEXT-TO-SPEECH SYNTHESIS MODELSeptember 2023May 2024Allow700YesNo
18371233PATCHED MULTI-CONDITION TRAINING FOR ROBUST SPEECH RECOGNITIONSeptember 2023January 2026Allow2810YesNo
18469357GENERATING LARGE LANGUAGE MODEL OUTPUTS FROM STORED CONTENT ITEMSSeptember 2023March 2026Allow3020YesNo
18359573SYSTEMS AND METHODS FOR GENERATING LEGAL DOCUMENT DRAFTSJuly 2023March 2024Allow820YesNo
18219339ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICEJuly 2023November 2025Allow2810YesNo
18200944AI STORY PLATFORM WITH CUSTOMIZABLE PERSONALITY FOR EDUCATION, ENTERTAINMENT, AND THERAPYMay 2023September 2024Allow1610YesNo
18191644AUGMENTING AUTOMATED SPEECH RECOGNITION NEURAL NETWORKS WITH SCALABLE VOCABULARIESMarch 2023November 2025Allow3110YesNo
18126766SECURING PERSONALLY IDENTIFIABLE AND PRIVATE INFORMATION IN CONVERSATIONAL AI-BASED COMMUNICATIONMarch 2023November 2023Allow700YesNo
18182139Neural Network Audio Scene Classifier for Hearing ImplantsMarch 2023September 2025Allow3040YesNo
18044954VOICE SIGNAL DETECTION METHOD, TERMINAL DEVICE AND STORAGE MEDIUMMarch 2023June 2025Allow2710YesNo
18179149LOW-LATENCY SPEECH ENHANCEMENTMarch 2023February 2026Allow3620YesNo
18112965DIGITAL POSTING MATCH RECOMMENDATION APPARATUS AND METHODSFebruary 2023June 2024Abandon1620YesNo
18004302INFORMATION TERMINAL, RECORDING MEDIUM, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHODJanuary 2023March 2026Allow3810YesNo
18075573SYSTEM AND METHOD FOR REPLICATING BACKGROUND ACOUSTIC PROPERTIES USING NEURAL NETWORKSDecember 2022July 2025Allow3120YesNo
18056507TOPICAL EVENT ANALYSIS TO AUTO-GENERATE PHRASES AND EFFECTSNovember 2022October 2025Abandon3520YesNo
18055862DOMAIN-SPECIFIC TEXT LABELLING USING NATURAL LANGUAGE INFERENCE MODELNovember 2022September 2025Allow3410NoNo
18055810METHOD AND APPARATUS FOR AUDIO DATA PROCESSINGNovember 2022August 2023Allow910NoNo
17981016SYSTEMS AND METHODS FOR CODE-SWITCHED SEMANTIC PARSINGNovember 2022October 2025Abandon3610NoNo
17938173TRANSFORMER-BASED TEXT ENCODER FOR PASSAGE RETRIEVALOctober 2022October 2025Allow3620YesNo
17959325AUDIO COMPRESSION SYSTEM, AND AUDIO COMPRESSION METHOD FOR WIRELESS COMMUNICATIONOctober 2022May 2025Allow3110NoNo
17958981INTENT-BASED SUGGESTION OF ADDED PHRASES IN A TEXT EDITOROctober 2022May 2025Allow3110YesNo
17946952Topic Identification Based on Virtual Space Machine Learning ModelsSeptember 2022April 2025Allow3120YesNo
17900333METHOD AND SYSTEM FOR GENERATING AN INTELLIGENT VOICE ASSISTANT RESPONSEAugust 2022March 2025Allow3120YesNo
17898518SYSTEM, METHOD, OR PROGRAM FOR EVALUATING CONTENT SPOKEN AT MEETING OR BRIEFINGAugust 2022February 2025Abandon3010NoNo
17889768ELECTRONIC DEVICE AND METHOD OF PROVIDING CONNECTION SWITCHING FOR WIRELESS AUDIO DEVICEAugust 2022December 2024Allow2810YesNo
17819354ITERATIVE SPEECH RECOGNITION WITH SEMANTIC INTERPRETATIONAugust 2022August 2025Abandon3620NoNo
17881355Methods, Systems, and Devices for Spectrally Adjusting Audio Gain in Videoconference and Other ApplicationsAugust 2022July 2025Allow3520YesNo
17759240ANALYSIS DEVICEJuly 2022October 2025Abandon3930NoNo
17853484NATURAL LANGUAGE PROCESSINGJune 2022September 2025Allow3820YesNo
17851961VIDEO TRANSLATION PLATFORMJune 2022May 2025Allow3420NoNo
17789513TEXT INFORMATION PROCESSING METHOD AND APPARATUSJune 2022December 2024Allow3010NoNo
17809202ARTIFICIAL INTELLIGENCE FACTSHEET GENERATION FOR SPEECH RECOGNITIONJune 2022April 2025Allow3420YesNo
17808653Conditioned Separation of Arbitrary Sounds based on Machine Learning ModelsJune 2022March 2025Allow3310YesNo
17844948METHODS AND SYSTEMS FOR VOICE AND ACUPRESSURE-BASED MANAGEMENT WITH SMART DEVICESJune 2022March 2024Abandon2110NoNo
17837558Multi-Channel Signal Encoding Method, Multi-Channel Signal Decoding Method, Encoder, and DecoderJune 2022September 2023Allow1510NoNo
17776145CONTROLLABLE, NATURAL PARALINGUISTICS FOR TEXT TO SPEECH SYNTHESISMay 2022March 2025Allow3430YesNo
17734131SELF-ACTIVATED SPEECH ENHANCEMENTMay 2022November 2024Abandon3020YesYes
17720927VIRTUAL ASSISTANT INTERFACE FOR CALL ROUTINGApril 2022June 2023Allow1410YesNo
17439891SPEECH TO TEXT CONVERSION OF NON-SUPPORTED TECHNICAL LANGUAGEApril 2022April 2025Abandon4301NoNo
17716445APPARATUS FOR ADAPTIVE CONVERSATIONApril 2022November 2025Abandon4340YesNo
17657402DETECTION AND CORRECTION OF MIS-TRANSLATIONMarch 2022May 2025Allow3830YesNo
17655903Supervised and Unsupervised Training with Contrastive Loss Over SequencesMarch 2022October 2024Allow3110YesNo
17667041AUDIO SIGNAL PROCESSING METHOD AND SYSTEM FOR NOISE MITIGATION OF A VOICE SIGNAL MEASURED BY AIR AND BONE CONDUCTION SENSORSFebruary 2022January 2025Allow3510YesNo
17667487PACKET LOSS CONCEALMENT METHOD AND APPARATUS, STORAGE MEDIUM, AND COMPUTER DEVICEFebruary 2022September 2025Allow4330YesNo
17633153LEARNING APPARATUS, ESTIMATION APPARATUS, METHODS AND PROGRAMS FOR THE SAMEFebruary 2022September 2025Abandon4330NoNo
17649362SYSTEMS, METHODS, APPARATUS, AND STORAGE MEDIUM FOR PROCESSING A SIGNALJanuary 2022May 2024Allow2750YesNo
17582087DIGITAL POSTING MATCH RECOMMENDATION APPARATUS AND METHODSJanuary 2022January 2023Allow1220YesNo
17629483SPEECH SYNTHESIS METHOD AND APPARATUS, AND STORAGE MEDIUMJanuary 2022November 2024Allow3310YesNo
17579806DATA AUGMENTATION SYSTEM AND METHOD FOR MULTI-MICROPHONE SYSTEMSJanuary 2022January 2025Allow3620YesNo
17627116ADAPTING SIBILANCE DETECTION BASED ON DETECTING SPECIFIC SOUNDS IN AN AUDIO SIGNALJanuary 2022July 2025Allow4330YesNo
17626617MULTI-MODAL SMART AUDIO DEVICE SYSTEM ATTENTIVENESS EXPRESSIONJanuary 2022July 2025Allow4340YesNo
17572712Active Learning for Matching Heterogeneous Entity Representations with Language ModelsJanuary 2022April 2025Abandon4020NoNo
17550544ACQUIRING SPEECH FEATURES FOR PREDICTING EMOTIONAL SEVERITY OF ADVERSE EVENTS ON INDIVIDUALSDecember 2021July 2022Allow710YesNo
17548074SPECIFYING PREFERRED INFORMATION SOURCES TO AN ASSISTANTDecember 2021February 2025Allow3820YesNo
17547615SYSTEMS AND METHODS FOR DISAMBIGUATING A VOICE SEARCH QUERY BASED ON GESTURESDecember 2021January 2025Allow3840YesNo
17542179METHODS AND SYSTEMS FOR TRANSLATING PRODUCT OR SERVICE INFORMATIONDecember 2021May 2024Allow3010YesNo
17596037METHOD AND APPARATUS FOR SYNTHESIZING MULTI-SPEAKER SPEECH USING ARTIFICIAL NEURAL NETWORKDecember 2021October 2023Allow2210YesNo
17539451System and Method for Self-attention-based Combining of Multichannel Signals for Speech ProcessingDecember 2021January 2025Allow3820YesNo
17456979RESPONSES TO REQUESTS FOR INFORMATIONNovember 2021July 2024Allow3210YesNo
17611905INFORMATION PROCESSING APPARATUS, INFORMATION LEARNING APPARATUS, INFORMATION PROCESSING METHOD, INFORMATION LEARNING METHOD AND PROGRAMNovember 2021July 2025Abandon4430YesNo
17514456Identifying Non-Exactly Matching Text with Diagonal MatchingOctober 2021July 2024Abandon3310NoNo
17508428CALCULATING NUMBERS OF CLUSTERS IN DATA SETS USING EIGEN RESPONSE ANALYSISOctober 2021October 2023Allow2410YesNo
17450913Systems and Methods for Voice Based Audio and Text AlignmentOctober 2021January 2024Abandon2820NoNo
17602857INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING APPARATUS, CONTROL METHOD FOR INFORMATION PROCESSING APPARATUS, AND PROGRAMOctober 2021October 2024Allow3630NoNo
17474364INTER-TRAINING OF PRE-TRAINED TRANSFORMER-BASED LANGUAGE MODELS USING PARTITIONING AND CLASSIFICATIONSeptember 2021June 2024Allow3310YesNo
17468288PAIRED NEURAL NETWORKS FOR DIAGNOSING HEALTH CONDITIONS VIA SPEECHSeptember 2021July 2024Allow3430YesNo
17446382ALTERATION OF SPEECH WITHIN AN AUDIO STREAM BASED ON A CHARACTERISTIC OF THE SPEECHAugust 2021April 2024Allow3130YesNo
17400872Downmixer and Method of DownmixingAugust 2021December 2024Allow4020YesNo
17444557Hotword-Aware Speech SynthesisAugust 2021April 2024Allow3230YesNo
17390585AUTOMATIC EXTRACTION AND CONVERSION FROM CHAT DATAJuly 2021May 2024Abandon3310NoNo
17389914Formulating Questions Using Differences Between Sets of Syntactic Trees and Differences Between Sets of Semantic TreesJuly 2021January 2024Allow2910YesNo
17390660SCORE PREDICTION USING HIERARCHICAL ATTENTIONJuly 2021May 2024Allow3410YesNo
17384136SYNTOPICAL READING FOR COLLECTION UNDERSTANDINGJuly 2021April 2024Allow3300YesNo
17418679SYSTEM AND METHOD FOR COMMUNICATING WITH A USER WITH SPEECH PROCESSINGJune 2021September 2025Allow5150NoNo
17417928CHAT SYSTEM CAPABLE OF SUPPORTING MULTILINGUAL TRANSLATION, AND METHOD FOR PROVIDING TRANSLATIONJune 2021March 2024Abandon3310NoNo
17347773SYSTEM AND METHOD FOR IMPROVING CHATBOT TRAINING DATASETJune 2021November 2023Allow2910YesNo
17346414METHODS AND SYSTEMS FOR DETECTING ADVERSE MEDICAL EVENTS USING ARTIFICIAL INTELLIGENCEJune 2021September 2024Abandon3920NoNo
17344384PRESENCE-BASED ACCOUNT ASSOCIATION WITH DEVICEJune 2021September 2024Allow3930YesNo
17309423RESPONSE PROCESSING APPARATUS AND RESPONSE PROCESSING METHODMay 2021October 2024Abandon4120NoNo
17322096RESEARCH REPLICABILITY ASSESSMENTMay 2021February 2024Allow3310YesNo
17319797AUTOMATED CONVERSATION GOAL DISCOVERY USING NEURAL NETWORKS AND DEEP MULTI-VIEW CLUSTERINGMay 2021April 2023Allow2300NoNo
17245045Ensemble-Based Machine Learning Characterization of Human-Machine DialogApril 2021September 2023Allow2910YesNo
17234933SYSTEMS AND METHODS FOR IMPROVED ACCURACY OF BULLYING OR ALTERCATION DETECTION OR IDENTIFICATION OF EXCESSIVE MACHINE NOISEApril 2021May 2022Allow1320YesNo
17282145INTERPRETATION SYSTEM, SERVER APPARATUS, DISTRIBUTION METHOD, AND STORAGE MEDIUMApril 2021February 2024Abandon3410NoNo
17216499ANALYSIS FILTER BANK AND COMPUTING PROCEDURE THEREOF, ANALYSIS FILTER BANK BASED SIGNAL PROCESSING SYSTEM AND PROCEDURE SUITABLE FOR REAL-TIME APPLICATIONSMarch 2021July 2023Allow2810YesNo
17215969SYSTEMS AND METHODS FOR GUNSHOT DETECTIONMarch 2021December 2023Allow3220NoNo
17212196AUTOMATED OUTCOME CLASSIFICATION SYSTEMS IN CONTACT INTERACTIONS, AND METHODSMarch 2021September 2024Allow4260YesNo
17277314WORD POLARITY A MODEL FOR INFERRING LOGIC FROM SENTENCESMarch 2021January 2023Abandon2230NoNo
17277315REINFORCEMENT LEARNING APPROACH TO APPROXIMATE A MENTAL MAP OF FORMAL LOGICMarch 2021August 2024Abandon4110NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SCHMIEDER, NICOLE A K.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
3
Examiner Affirmed
2
(66.7%)
Examiner Reversed
1
(33.3%)
Reversal Percentile
52.4%
Higher than average

What This Means

With a 33.3% 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
4
Allowed After Appeal Filing
1
(25.0%)
Not Allowed After Appeal Filing
3
(75.0%)
Filing Benefit Percentile
35.0%
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, 25.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner SCHMIEDER, NICOLE A K - Prosecution Strategy Guide

Executive Summary

Examiner SCHMIEDER, NICOLE A K works in Art Unit 2659 and has examined 116 patent applications in our dataset. With an allowance rate of 64.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 33 months.

Allowance Patterns

Examiner SCHMIEDER, NICOLE A K's allowance rate of 64.7% places them in the 25% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by SCHMIEDER, NICOLE A K receive 2.48 office actions before reaching final disposition. This places the examiner in the 72% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by SCHMIEDER, NICOLE A K is 33 months. This places the examiner in the 47% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +35.9% benefit to allowance rate for applications examined by SCHMIEDER, NICOLE A K. This interview benefit is in the 84% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 24.4% of applications are subsequently allowed. This success rate is in the 36% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 11.9% of cases where such amendments are filed. This entry rate is in the 12% 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 11% 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 50.0% of appeals filed. This is in the 17% percentile among all examiners. 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, 61.5% are granted (fully or in part). This grant rate is in the 66% 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 0.0% of allowed cases (in the 21% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 27% 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:

  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • 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.