Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18405092 | VOICE DATA TRANSMISSION METHOD AND APPARATUS | January 2024 | March 2026 | Allow | 26 | 1 | 0 | No | No |
| 18562905 | AUTO-SUGGESTION WITH RICH OBJECTS | November 2023 | March 2026 | Allow | 27 | 1 | 0 | Yes | No |
| 18509054 | METHODS AND SYSTEMS FOR FACILITATING GUIDING CONVERSATION WITH AT LEAST ONE LARGE LEARNING MODEL | November 2023 | January 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18281320 | DISPLAY APPARATUS, DISPLAY SYSTEM, DISPLAY METHOD, AND RECORDING MEDIUM | September 2023 | December 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18461333 | INITIATING AN ACTION BASED ON A VOICE MESSAGE TEXT GENERATED FROM A VOICE MESSAGE | September 2023 | January 2026 | Allow | 29 | 1 | 0 | Yes | No |
| 18458131 | VOICE RECORDING PENDANT SYSTEM | August 2023 | August 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18334876 | AUTOMATED EVALUATION OF SYNTHESIZED SPEECH USING CROSS-MODAL AND CROSS-LINGUAL TRANSFER OF LANGUAGE ENCODING | June 2023 | November 2025 | Allow | 29 | 1 | 0 | No | No |
| 18038631 | VOCABULARY SELECTION FOR TEXT PROCESSING TASKS USING POWER INDICES | May 2023 | November 2025 | Allow | 29 | 1 | 0 | No | No |
| 18307199 | FEW SHOT INCREMENTAL LEARNING FOR NAMED ENTITY RECOGNITION | April 2023 | December 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18302683 | METHOD AND ELECTRONIC DEVICE FOR PERSONALIZED AUDIO ENHANCEMENT | April 2023 | November 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18188785 | IDENTIFY RECEIPT OF USER DATA IN INTERACTIONS | March 2023 | November 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18178376 | AUDIO PROCESSING METHOD AND APPARATUS | March 2023 | December 2025 | Allow | 33 | 2 | 0 | No | No |
| 18041983 | METHOD, APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICE FOR SPEECH SYNTHESIS | February 2023 | December 2025 | Allow | 34 | 2 | 0 | No | No |
| 18099840 | NORMALIZING FLOWS WITH NEURAL SPLINES FOR HIGH-QUALITY SPEECH SYNTHESIS | January 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18061689 | CHARACTERIZATION FOR ERRONEOUS ARTIFICIAL INTELLIGENCE OUTPUTS | December 2022 | July 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 18051429 | Apparatus for Evaluating and Improving Response, Method and Computer Readable Recording Medium Thereof | October 2022 | November 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17976683 | PER-EMBEDDING-GROUP ACTIVATION QUANTIZATION | October 2022 | July 2025 | Abandon | 33 | 1 | 0 | No | No |
| 17973376 | METHOD AND SYSTEM FOR CONVERSATIONAL COGNITIVE STIMULATION | October 2022 | June 2025 | Abandon | 31 | 1 | 0 | No | No |
| 17964461 | METHOD OF IDENTIFYING TARGET DEVICE BASED ON UTTERANCE AND ELECTRONIC DEVICE THEREFOR | October 2022 | October 2025 | Abandon | 36 | 2 | 0 | No | No |
| 17963222 | EMOTION RECOGNITION SYSTEM AND EMOTION RECOGNITION METHOD | October 2022 | August 2025 | Allow | 34 | 2 | 0 | No | No |
| 17952630 | DATA PROCESSING IN A MULTI-ASSISTANT SYSTEM | September 2022 | November 2024 | Allow | 25 | 0 | 0 | No | No |
| 17907196 | SYSTEMS AND METHODS FOR CONVERSATIONAL ORDERING | September 2022 | April 2025 | Abandon | 31 | 1 | 0 | No | No |
| 17944444 | NATURAL LANGUAGE UNDERSTANDING SYSTEMS | September 2022 | August 2025 | Allow | 35 | 2 | 1 | Yes | No |
| 17932005 | ADAPTIVE GAIN CONTROL WITH LEARNED GAINS AND CALCULATED GAINS BASED ON THE FREQUENCY DOMAIN | September 2022 | June 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17891088 | VARIABLE LENGTH PHRASE PREDICTIONS | August 2022 | July 2025 | Allow | 35 | 3 | 0 | Yes | No |
| 17820820 | SYSTEMS, METHODS, AND DEVICES FOR WAKEUP WORD DETECTION WITH CONTINUOUS LEARNING | August 2022 | July 2025 | Allow | 35 | 3 | 0 | No | No |
| 17760187 | METHOD AND APPARATUS FOR IDENTIFYING ATTRIBUTE WORD OF ARTICLE, AND DEVICE AND STORAGE MEDIUM | August 2022 | September 2025 | Abandon | 37 | 2 | 0 | No | No |
| 17797497 | SPEECH RECOGNITION APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM | August 2022 | February 2025 | Allow | 31 | 2 | 0 | No | No |
| 17791115 | SPATIAL AUDIO PARAMETER ENCODING AND ASSOCIATED DECODING | July 2022 | February 2025 | Allow | 31 | 1 | 0 | No | No |
| 17810325 | COMPOSITE SLOT TYPE FOR NATURAL LANGUAGE PROCESSING | June 2022 | May 2025 | Allow | 34 | 2 | 0 | No | No |
| 17852552 | CONTINUOUS LEARNING FOR MACHINE LEARNING MODELS | June 2022 | August 2025 | Allow | 37 | 3 | 0 | Yes | No |
| 17852800 | Conference Data Processing Method and Related Device | June 2022 | January 2026 | Abandon | 42 | 4 | 0 | No | No |
| 17852548 | METHOD AND SYSTEM FOR SPEECH DETECTION AND SPEECH ENHANCEMENT | June 2022 | February 2026 | Allow | 43 | 3 | 0 | No | No |
| 17758065 | SMART SPEAKER, MULTI-VOICE ASSISTANT CONTROL METHOD, AND SMART HOME SYSTEM | June 2022 | March 2025 | Abandon | 33 | 2 | 0 | No | No |
| 17847469 | SPEECH RECOGNITION DEVICE AND OPERATING METHOD THEREOF | June 2022 | June 2025 | Allow | 36 | 3 | 0 | No | No |
| 17846631 | ELECTRONIC DEVICE FOR OUTPUTTING VOICE COMMAND PROCESSING RESULT BASED ON STATE CHANGE AND OPERATING METHOD THEREOF | June 2022 | September 2025 | Abandon | 38 | 3 | 0 | Yes | No |
| 17783735 | COMBINING OF SPATIAL AUDIO PARAMETERS | June 2022 | October 2024 | Allow | 29 | 1 | 0 | No | No |
| 17756470 | DISPLAY DEVICE | May 2022 | October 2025 | Allow | 40 | 6 | 0 | No | No |
| 17751926 | METHOD AND APPARATUS FOR EMBEDDING NEURAL NETWORK ARCHITECTURE | May 2022 | December 2024 | Abandon | 31 | 1 | 0 | No | No |
| 17660693 | ROOM SOUNDS MODES | April 2022 | September 2024 | Allow | 28 | 3 | 0 | No | No |
| 17725632 | FOREIGN LANGUAGE PRONUNCIATION ASSESSMENT APPARATUS AND CONTROL METHOD THEREOF | April 2022 | October 2025 | Allow | 41 | 1 | 0 | No | No |
| 17710207 | SOUND SIGNAL PROCESSING APPARATUS AND METHOD OF PROCESSING SOUND SIGNAL | March 2022 | April 2025 | Allow | 37 | 3 | 0 | Yes | No |
| 17697439 | DYNAMIC THRESHOLD FOR WAKING UP DIGITAL ASSISTANT | March 2022 | December 2024 | Abandon | 34 | 2 | 0 | No | No |
| 17696608 | GENERATING A CONVERSATION SUMMARY USING A LABEL SPACE | March 2022 | December 2025 | Abandon | 45 | 3 | 0 | Yes | No |
| 17674295 | DISCRIMINATION APPARATUS, METHOD AND LEARNING APPARATUS | February 2022 | January 2026 | Abandon | 47 | 4 | 0 | Yes | No |
| 17673466 | ELECTRONIC APPARATUS AND CONTROL METHOD THEREROF | February 2022 | August 2024 | Allow | 30 | 2 | 0 | No | No |
| 17665725 | CABIN CREW ASSIST ON AN AIRCRAFT | February 2022 | October 2024 | Abandon | 32 | 2 | 0 | Yes | No |
| 17665672 | METHOD AND SYSTEM FOR CORRECTING SPEAKER DIARIZATION USING SPEAKER CHANGE DETECTION BASED ON TEXT | February 2022 | March 2025 | Allow | 37 | 3 | 0 | No | No |
| 17580878 | EXTERNAL LANGUAGE MODEL INFORMATION INTEGRATED INTO NEURAL TRANSDUCER MODEL | January 2022 | May 2025 | Allow | 40 | 4 | 0 | Yes | No |
| 17579786 | DATA AUGMENTATION SYSTEM AND METHOD FOR MULTI-MICROPHONE SYSTEMS | January 2022 | September 2025 | Abandon | 43 | 3 | 0 | Yes | No |
| 17625827 | TRAINING DATA GENERATION DEVICE, TRAINING DATA GENERATION METHOD AND TRAINING DATA GENERATION PROGRAM | January 2022 | September 2024 | Allow | 32 | 2 | 0 | No | No |
| 17644955 | COMPUTER IMPLEMENTED METHOD FOR IMPROVING SEARCH ENGINE QUERIES | December 2021 | August 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17549270 | ASSISTED REVIEW OF TEXT CONTENT USING A MACHINE LEARNING MODEL | December 2021 | May 2025 | Allow | 41 | 3 | 0 | Yes | No |
| 17535698 | SYSTEM AND A METHOD FOR DETECTIING POINT ANOMALY | November 2021 | July 2024 | Allow | 32 | 1 | 0 | No | No |
| 17453840 | ENHANCING NATURAL LANGUAGE PROCESSING ACCURACY IN COMPUTER SYSTEMS | November 2021 | November 2024 | Allow | 37 | 3 | 0 | Yes | No |
| 17504726 | DETECTION AND CORRECTION OF PERFORMANCE ISSUES DURING ONLINE MEETINGS | October 2021 | October 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17478980 | CONVERSATION SUPPORT DEVICE, CONVERSATION SUPPORT SYSTEM, CONVERSATION SUPPORT METHOD, AND STORAGE MEDIUM | September 2021 | August 2025 | Abandon | 47 | 4 | 0 | Yes | No |
| 17412549 | METHOD AND SYSTEM FOR PERFORMING DOMAIN ADAPTATION OF END-TO-END AUTOMATIC SPEECH RECOGNITION MODEL | August 2021 | June 2025 | Allow | 45 | 3 | 0 | No | No |
| 17412012 | CONTEXTUAL TRANSCRIPTION AUGMENTATION METHODS AND SYSTEMS | August 2021 | June 2025 | Allow | 45 | 4 | 0 | Yes | No |
| 17433603 | CONTROL DEVICE AND MEDICAL OBSERVATION SYSTEM | August 2021 | July 2024 | Allow | 35 | 1 | 0 | No | No |
| 17410136 | METHOD AND SYSTEM OF AUTOMATED QUESTION GENERATION FOR SPEECH ASSISTANCE | August 2021 | January 2025 | Allow | 41 | 3 | 0 | Yes | No |
| 17378911 | FREE-FORM TEXT PROCESSING FOR SPEECH AND LANGUAGE EDUCATION | July 2021 | March 2025 | Abandon | 44 | 3 | 0 | No | No |
| 17374373 | MODEL FOR TEXTUAL AND NUMERICAL INFORMATION RETRIEVAL IN DOCUMENTS | July 2021 | April 2025 | Allow | 45 | 3 | 0 | Yes | No |
| 17281497 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | March 2021 | June 2024 | Abandon | 39 | 0 | 1 | No | No |
| 17210262 | Automated Clinical Documentation System and Method | March 2021 | April 2025 | Abandon | 49 | 1 | 1 | No | No |
| 17210292 | Automated Clinical Documentation System and Method for Synchronizing Machine Vision and Audio Encounter Information | March 2021 | February 2026 | Allow | 59 | 4 | 1 | Yes | No |
| 17170096 | ASSESSING PROJECT QUALITY USING CONFIDENCE ANALYSIS OF PROJECT COMMUNICATIONS | February 2021 | April 2025 | Allow | 50 | 3 | 0 | Yes | No |
No appeal data available for this record. This may indicate that no appeals have been filed or decided for applications in this dataset.
Examiner CAUDLE, PENNY LOUISE works in Art Unit 2657 and has examined 16 patent applications in our dataset. With an allowance rate of 75.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 44 months.
Examiner CAUDLE, PENNY LOUISE's allowance rate of 75.0% places them in the 40% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by CAUDLE, PENNY LOUISE receive 2.56 office actions before reaching final disposition. This places the examiner in the 75% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by CAUDLE, PENNY LOUISE is 44 months. This places the examiner in the 14% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +40.0% benefit to allowance rate for applications examined by CAUDLE, PENNY LOUISE. This interview benefit is in the 87% 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.
When applicants file an RCE with this examiner, 35.7% of applications are subsequently allowed. This success rate is in the 80% 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.
This examiner enters after-final amendments leading to allowance in 37.5% of cases where such amendments are filed. This entry rate is in the 57% 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.
When applicants file petitions regarding this examiner's actions, 100.0% are granted (fully or in part). This grant rate is in the 91% 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'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.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
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.