Prosecution Insights
Last updated: May 29, 2026

Examiner: PATEL, SHREYANS A

Tech Center 2600 • Art Units: 2653 2654 2656 2657 2659

This examiner grants 89% of resolved cases

Performance Statistics

88.9%
Allow Rate
+26.9% vs TC avg
449
Total Applications
+7.7%
Interview Lift
750
Avg Prosecution Days
Based on 406 resolved cases, 2023–2026

Rejection Statute Breakdown

11.0%
§101 Eligibility
11.6%
§102 Novelty
67.1%
§103 Obviousness
0.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18682416 REVERB AND NOISE ROBUST VOICE ACTIVITY DETECTION BASED ON MODULATION DOMAIN ATTENTION Non-Final OA Dolby Laboratories Licensing Corporation
18668506 SENTENCE GENERATION DEVICE, SENTENCE GENERATION METHOD, AND RECORDING MEDIUM Non-Final OA NEC Corporation
18589118 SYSTEMS AND TECHNIQUES FOR RECOGNIZING DICTATION COMMANDS Non-Final OA Apple Inc.
18797760 MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING Non-Final OA Google LLC
18766442 GENERATING EXPLANATIONS OF CONTENT RECOMMENDATIONS USING LANGUAGE MODEL NEURAL NETWORKS Non-Final OA Google LLC
18658132 Language Model Prediction of API Call Invocations and Verbal Response Non-Final OA Google LLC
18794588 VOICE DATA PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA Lemon Inc.
18662533 METHOD AND APPARATUS FOR SELF-CONSISTENCY BOOSTS CALIBRATION FOR MATH REASONING Non-Final OA Tencent America LLC
18749630 Execution Methods of a Machine Learning Model Non-Final OA MEDIATEK INC.
18457221 UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS Final Rejection Nvidia Corporation
18449969 UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS Non-Final OA Nvidia Corporation
18121053 METHOD AND APPARATUS FOR PROCESSING DIALOGUE, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18652452 SYSTEM AND METHOD FOR SUGGESTING ANSWERS ON AGENT PERFORMANCE EVALUATION FORMS USING GENERATIVE ARTIFICIAL INTELLIGENCE Non-Final OA NICE LTD.
18807799 TEXT-TO-SPEECH SYNTHESIS SYSTEM AND METHOD Non-Final OA TELEPATHY LABS, INC.
18767899 END-TO-END AUTOMATED LARGE LANGUAGE MODEL EVALUATION AND DEPLOYMENT Non-Final OA INTUIT INC.
18752715 ELECTRONIC HEALTH RECORD NAVIGATION Non-Final OA MedicalMine, Inc.
18757256 CONSTRUCTING AND APPLYING COMPUTER-BASED ANALYTIC METHODS REPRESENTING MEDICAL KNOWLEDGE Non-Final OA Providence St. Joseph Health
18702794 PRESENTATION EVALUATION DEVICE Final Rejection INTERACTIVE SOLUTIONS CORP.
18621889 SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR SUGGESTING REVISIONS TO AN ELECTRONIC DOCUMENT USING LARGE LANGUAGE MODELS Final Rejection BLACKBOILER, INC.
18619480 METHOD FOR SPEECH RECOGNIZING IN MULTI-SPEAKER ENVIRONMENT AND SYSTEM THEREOF Non-Final OA INVENTIS CO., LTD.
18404568 METHOD AND APPARATUS FOR SYNTHESIZING UNIFIED VOICE WAVE BASED ON SELF-SUPERVISED LEARNING Non-Final OA Supertone Inc.
17371081 PROCESS, SYSTEM, AND METHOD FOR COLLECTING, PREDICTING, AND INSTRUCTING THE PRONUNCIAITON OF WORDS Final Rejection NameCoach, Inc.

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