Listed by the USPTO as SUBRAMANI, NANDINI
Tech Center 2600 • Art Units: 2656
This examiner grants 65% of resolved cases
SUBRAMANI, NANDINI is assigned to tech center 2600 and art unit 2656. The profile contains 99 resolved cases, an allowance rate of 64.6%, and a median of 1102 days to allowance. The allowance figure indicates that successful outcomes occur in a majority of the available record, while the limited case volume supports using the data as a guide rather than a definitive prediction.
The interview lift is 47.5%, making examiner interviews a significant consideration in prosecution planning. Sony Group Corporation, Google LLC, and NEC Corporation are the listed companies. ALSTON & BIRD LLP, Dickinson Wright PLLC - Washington DC, and HONIGMAN LLP-GOOGLE are the listed firms with recorded activity.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18676743 | Unsupervised Learning of Disentangled Speech Content and Style Representation | Final Rejection | Google LLC |
| 18017858 | METHOD AND ELECTRONIC DEVICE FOR DETERMINING A DEEPFAKE PROBABILITY | Final Rejection | Sony Group Corporation |
| 17693145 | HEARING AID FOR COGNITIVE HELP USING SPEAKER RECOGNITION | Final Rejection | Sony Group Corporation |
| 18728141 | VOICE DETECTION APPARATUS, VOICE DETECTION METHOD, AND RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 19004079 | ARTIFICIAL INTELLIGENCE DEVICE AND OPERATING METHOD THEREOF | Non-Final OA | Korea Advanced Institute of Science and Technology |
| 19015018 | LARGE LANGUAGE MODEL AUGMENTATION WITH DEFINITE FINITE AUTOMATON | Non-Final OA | NEC Laboratories America, Inc. |
| 18048626 | PART OF SPEECH TAGGING WITH CONTEXT SENTENCES | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 19047454 | TECHNIQUES FOR ENHANCING SPEECH LANGUAGE MODELS USING DESCRIPTIVE SPEECH-TEXT ALIGNMENT | Non-Final OA | NVIDIA CORPORATION |
| 18068187 | EFFICIENT FREQUENCY-BASED AUDIO RESAMPLING FOR USING NEURAL NETWORKS | Final Rejection | Nvidia Corporation |
| 18007005 | NOISE REDUCTION USING MACHINE LEARNING | Final Rejection | Dolby Laboratories Licensing Corporation |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy64.6% of resolved applications examined by Nandini Subramani were allowed (99 resolved cases), compared with 60.4% across Art Unit 2656 over the last five years.
This examiner's interview lift is +47.5 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Nandini Subramani took 1,102 days on average from filing to allowance.
Nandini Subramani examines applications in Art Unit 2656 in Tech Center 2600 (Communications).
