Fahd A. Obeid

Array ( [id] => 20422141 [patent_doc_number] => 20250384226 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-18 [patent_title] => Multilingual Dataset Collection For Large Language Model Training [patent_app_type] => utility [patent_app_number] => 18/883706 [patent_app_country] => US [patent_app_date] => 2024-09-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6719 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 134 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18883706 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19687647 [patent_doc_number] => 20250006192 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-02 [patent_title] => AUDIO ANALYSIS FOR MEDIA CONTENT GENERATION [patent_app_type] => utility [patent_app_number] => 18/816052 [patent_app_country] => US [patent_app_date] => 2024-08-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 117207 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 145 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18816052 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20545318 [patent_doc_number] => 20260052211 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-02-19 [patent_title] => FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS [patent_app_type] => utility [patent_app_number] => 18/808819 [patent_app_country] => US [patent_app_date] => 2024-08-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 26384 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18808819 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20513630 [patent_doc_number] => 20260037731 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-02-05 [patent_title] => MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY IDENTIFYING AND EXTRACTING TRANSACTIONS FROM WEBPAGES [patent_app_type] => utility [patent_app_number] => 18/789839 [patent_app_country] => US [patent_app_date] => 2024-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2262 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 81 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18789839 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20063021 [patent_doc_number] => 20250201243 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-06-19 [patent_title] => DEVICE AND METHOD FOR PERFORMING VOICE COMMAND BASED ON CONTROL AUTHORITY OF SEAT POSITION [patent_app_type] => utility [patent_app_number] => 18/785782 [patent_app_country] => US [patent_app_date] => 2024-07-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1217 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 68 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18785782 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20488322 [patent_doc_number] => 20260024523 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-22 [patent_title] => DYNAMIC PRESENTATION OF DATA DURING A CALL OR A CHAT USING ARTIFICIAL INTELLIGENCE [patent_app_type] => utility [patent_app_number] => 18/777414 [patent_app_country] => US [patent_app_date] => 2024-07-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18235 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 116 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18777414 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19820627 [patent_doc_number] => 20250078834 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-06 [patent_title] => PLAYBACK MODE SWITCHING METHOD AND MULTIMEDIA PLAYBACK APPARATUS THEREOF [patent_app_type] => utility [patent_app_number] => 18/772299 [patent_app_country] => US [patent_app_date] => 2024-07-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3494 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -24 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18772299 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19558874 [patent_doc_number] => 20240370666 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-07 [patent_title] => AUTOMATIC POST-EDITING MODEL FOR GENERATED NATURAL LANGUAGE TEXT [patent_app_type] => utility [patent_app_number] => 18/773129 [patent_app_country] => US [patent_app_date] => 2024-07-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9349 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 195 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18773129 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19514556 [patent_doc_number] => 20240346242 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-17 [patent_title] => SYSTEMS AND METHODS FOR PROACTIVELY EXTRACTING DATA FROM COMPLEX DOCUMENTS [patent_app_type] => utility [patent_app_number] => 18/752949 [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] => 22491 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 197 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18752949 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19646170 [patent_doc_number] => 20240420690 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-19 [patent_title] => AUTOMATED GENERATION OF FINE-GRAINED CALL REASONS FROM CUSTOMER SERVICE CALL TRANSCRIPTS [patent_app_type] => utility [patent_app_number] => 18/753242 [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] => 15641 [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] => 18753242 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19986692 [patent_doc_number] => 20250124914 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-04-17 [patent_title] => SPEECH RECOGNIZER BASED ON SHARED AND EXCLUSIVE ATTRIBUTES, AND SYSTEM AND METHOD FOR TRAINING THE SAME [patent_app_type] => utility [patent_app_number] => 18/734064 [patent_app_country] => US [patent_app_date] => 2024-06-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 0 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 60 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18734064 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20338711 [patent_doc_number] => 20250342831 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-06 [patent_title] => METHOD AND SYSTEM FOR AI-BASED PROCESSING OF VOICE COMMANDS WITHIN SMART HOME [patent_app_type] => utility [patent_app_number] => 18/676014 [patent_app_country] => US [patent_app_date] => 2024-05-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5458 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 129 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18676014 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19451442 [patent_doc_number] => 20240311572 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-19 [patent_title] => Detecting Random and/or Algorithmically-Generated Character Sequences in Domain Names [patent_app_type] => utility [patent_app_number] => 18/673524 [patent_app_country] => US [patent_app_date] => 2024-05-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8269 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 147 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18673524 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20367036 [patent_doc_number] => 20250356848 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-20 [patent_title] => SYSTEMS AND METHODS FOR EMOTION-BASED CALL SUMMARIZATION [patent_app_type] => utility [patent_app_number] => 18/668748 [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] => 19801 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 148 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18668748 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19849381 [patent_doc_number] => 20250094732 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-20 [patent_title] => MULTIPLE SUMMARY SELECTION SYSTEM [patent_app_type] => utility [patent_app_number] => 18/663988 [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] => 22655 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18663988 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20266756 [patent_doc_number] => 12437752 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-10-07 [patent_title] => Large-scale language model data selection for rare-word speech recognition [patent_app_type] => utility [patent_app_number] => 18/660655 [patent_app_country] => US [patent_app_date] => 2024-05-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 6914 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18660655 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19515381 [patent_doc_number] => 20240347067 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-17 [patent_title] => POST-PROCESSOR, PRE-PROCESSOR, AUDIO ENCODER, AUDIO DECODER AND RELATED METHODS FOR ENHANCING TRANSIENT PROCESSING [patent_app_type] => utility [patent_app_number] => 18/650215 [patent_app_country] => US [patent_app_date] => 2024-04-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21661 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -30 [patent_words_short_claim] => 164 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18650215 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19391732 [patent_doc_number] => 20240281602 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-22 [patent_title] => METHOD OF PROCESSING TEXT, TRAINING METHOD, GENERATING METHOD AND ELECTRONIC DEVICE [patent_app_type] => utility [patent_app_number] => 18/651183 [patent_app_country] => US [patent_app_date] => 2024-04-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11849 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 67 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18651183 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20324318 [patent_doc_number] => 20250336406 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-30 [patent_title] => SYSTEMS AND METHODS FOR ENCODING DATA ASSOCIATED WITH VOICE OBFUSCATION [patent_app_type] => utility [patent_app_number] => 18/647410 [patent_app_country] => US [patent_app_date] => 2024-04-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 0 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18647410 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20323616 [patent_doc_number] => 20250335704 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-30 [patent_title] => SYSTEMS AND METHODS FOR SUPPLEMENTING PROMPTS FOR A LARGE LANGUAGE MODEL WITH BIOMETRIC-BASED INTENT DATA [patent_app_type] => utility [patent_app_number] => 18/646001 [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] => 2198 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18646001 [rel_patent_id] =>[rel_patent_doc_number] =>)