Search

Thuykhanh Le

Examiner (ID: 19501, Phone: (571)272-6429 , Office: P/2658 )

Most Active Art Unit
2655
Art Unit(s)
2658, 4165, 2655
Total Applications
517
Issued Applications
375
Pending Applications
65
Abandoned Applications
94

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 19802925 [patent_doc_number] => 20250068850 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-02-27 [patent_title] => DOCUMENT PROCESSING [patent_app_type] => utility [patent_app_number] => 18/814307 [patent_app_country] => US [patent_app_date] => 2024-08-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6356 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 88 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18814307 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/814307
DOCUMENT PROCESSING Aug 22, 2024 Pending
Array ( [id] => 20773783 [patent_doc_number] => 12657461 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-16 [patent_title] => Collaborative development of machine learning models on specific concepts [patent_app_type] => utility [patent_app_number] => 18/776709 [patent_app_country] => US [patent_app_date] => 2024-07-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 4571 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 342 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18776709 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/776709
Collaborative development of machine learning models on specific concepts Jul 17, 2024 Issued
Array ( [id] => 19720066 [patent_doc_number] => 12205609 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2025-01-21 [patent_title] => Generating parallel data for real-time speech form conversion [patent_app_type] => utility [patent_app_number] => 18/775199 [patent_app_country] => US [patent_app_date] => 2024-07-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 10 [patent_no_of_words] => 11152 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 308 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18775199 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/775199
Generating parallel data for real-time speech form conversion Jul 16, 2024 Issued
Array ( [id] => 19757739 [patent_doc_number] => 20250046304 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-02-06 [patent_title] => REAL-TIME DYNAMIC NOISE REDUCTION USING CONVOLUTIONAL NETWORKS [patent_app_type] => utility [patent_app_number] => 18/770496 [patent_app_country] => US [patent_app_date] => 2024-07-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9336 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18770496 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/770496
REAL-TIME DYNAMIC NOISE REDUCTION USING CONVOLUTIONAL NETWORKS Jul 10, 2024 Pending
Array ( [id] => 19661712 [patent_doc_number] => 20240428777 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-26 [patent_title] => INTERACTION METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 18/753772 [patent_app_country] => US [patent_app_date] => 2024-06-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6233 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 90 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18753772 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/753772
INTERACTION METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM Jun 24, 2024 Pending
Array ( [id] => 20746605 [patent_doc_number] => 12646524 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-02 [patent_title] => System and method for contextual analysis and metadata database generation for user-specific speech patterns [patent_app_type] => utility [patent_app_number] => 18/749733 [patent_app_country] => US [patent_app_date] => 2024-06-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 17551 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 332 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18749733 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/749733
System and method for contextual analysis and metadata database generation for user-specific speech patterns Jun 20, 2024 Issued
Array ( [id] => 19483644 [patent_doc_number] => 20240331686 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-03 [patent_title] => RELEVANT CONTEXT DETERMINATION [patent_app_type] => utility [patent_app_number] => 18/739466 [patent_app_country] => US [patent_app_date] => 2024-06-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22211 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 113 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18739466 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/739466
RELEVANT CONTEXT DETERMINATION Jun 10, 2024 Pending
Array ( [id] => 19467594 [patent_doc_number] => 20240321264 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-26 [patent_title] => AUTOMATIC SPEECH RECOGNITION [patent_app_type] => utility [patent_app_number] => 18/679981 [patent_app_country] => US [patent_app_date] => 2024-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21274 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18679981 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/679981
AUTOMATIC SPEECH RECOGNITION May 30, 2024 Pending
Array ( [id] => 20153110 [patent_doc_number] => 20250252948 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-08-07 [patent_title] => EXPRESSING EMOTION IN SPEECH FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS [patent_app_type] => utility [patent_app_number] => 18/668529 [patent_app_country] => US [patent_app_date] => 2024-05-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10595 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 74 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18668529 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/668529
EXPRESSING EMOTION IN SPEECH FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS May 19, 2024 Pending
Array ( [id] => 20365801 [patent_doc_number] => 20250355613 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-20 [patent_title] => SPEAKER CONTROL BASED ON SIGNAL SOURCE [patent_app_type] => utility [patent_app_number] => 18/663922 [patent_app_country] => US [patent_app_date] => 2024-05-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13633 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18663922 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/663922
SPEAKER CONTROL BASED ON SIGNAL SOURCE May 13, 2024 Pending
Array ( [id] => 19546087 [patent_doc_number] => 20240363123 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-31 [patent_title] => ACTIVE VOICE LIVENESS DETECTION SYSTEM [patent_app_type] => utility [patent_app_number] => 18/646310 [patent_app_country] => US [patent_app_date] => 2024-04-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22135 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 216 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18646310 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/646310
Active voice liveness detection system Apr 24, 2024 Issued
Array ( [id] => 20324308 [patent_doc_number] => 20250336396 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-30 [patent_title] => TRANSCRIPTION GENERATION [patent_app_type] => utility [patent_app_number] => 18/646725 [patent_app_country] => US [patent_app_date] => 2024-04-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7306 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 100 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18646725 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/646725
TRANSCRIPTION GENERATION Apr 24, 2024 Pending
Array ( [id] => 20690231 [patent_doc_number] => 12620388 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-05 [patent_title] => Robustness aware norm decay for quantization aware training and generalization [patent_app_type] => utility [patent_app_number] => 18/632237 [patent_app_country] => US [patent_app_date] => 2024-04-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4049 [patent_no_of_claims] => 24 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 148 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18632237 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/632237
Robustness aware norm decay for quantization aware training and generalization Apr 9, 2024 Issued
Array ( [id] => 20283300 [patent_doc_number] => 20250308542 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-02 [patent_title] => DISTRIBUTABLE AI VOICE UPSCALING [patent_app_type] => utility [patent_app_number] => 18/619740 [patent_app_country] => US [patent_app_date] => 2024-03-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4707 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 97 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18619740 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/619740
DISTRIBUTABLE AI VOICE UPSCALING Mar 27, 2024 Pending
Array ( [id] => 19363181 [patent_doc_number] => 20240265215 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-08 [patent_title] => STABLE REAL-TIME TRANSLATIONS OF AUDIO STREAMS [patent_app_type] => utility [patent_app_number] => 18/617428 [patent_app_country] => US [patent_app_date] => 2024-03-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11405 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 213 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18617428 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/617428
Stable real-time translations of audio streams Mar 25, 2024 Issued
Array ( [id] => 19925934 [patent_doc_number] => 12300224 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-05-13 [patent_title] => Messaging system with trend analysis of content [patent_app_type] => utility [patent_app_number] => 18/602812 [patent_app_country] => US [patent_app_date] => 2024-03-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 27 [patent_figures_cnt] => 27 [patent_no_of_words] => 17934 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 136 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18602812 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/602812
Messaging system with trend analysis of content Mar 11, 2024 Issued
Array ( [id] => 20538494 [patent_doc_number] => 12555573 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-17 [patent_title] => Mixture-of-expert conformer for streaming multilingual ASR [patent_app_type] => utility [patent_app_number] => 18/598885 [patent_app_country] => US [patent_app_date] => 2024-03-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 6908 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 335 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18598885 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/598885
Mixture-of-expert conformer for streaming multilingual ASR Mar 6, 2024 Issued
Array ( [id] => 19546103 [patent_doc_number] => 20240363139 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-31 [patent_title] => AUDIO EVENT DETECTION WITH WINDOW-BASED PREDICTION [patent_app_type] => utility [patent_app_number] => 18/596075 [patent_app_country] => US [patent_app_date] => 2024-03-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10234 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18596075 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/596075
Audio event detection with window-based prediction Mar 4, 2024 Issued
Array ( [id] => 20196506 [patent_doc_number] => 20250273216 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-08-28 [patent_title] => DYNAMIC COMMUNICATION TRANSFORMATION [patent_app_type] => utility [patent_app_number] => 18/590764 [patent_app_country] => US [patent_app_date] => 2024-02-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1351 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18590764 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/590764
DYNAMIC COMMUNICATION TRANSFORMATION Feb 27, 2024 Pending
Array ( [id] => 20774499 [patent_doc_number] => 12658178 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-16 [patent_title] => Method for personalization of ASR models [patent_app_type] => utility [patent_app_number] => 18/587238 [patent_app_country] => US [patent_app_date] => 2024-02-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 15 [patent_figures_cnt] => 18 [patent_no_of_words] => 9891 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 142 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18587238 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/587238
Method for personalization of ASR models Feb 25, 2024 Issued
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