Voice Recognition Patent Application Trends 2024

Voice Recognition patent applications in 2024

Top Technology Areas in Voice Recognition

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Top CPC Codes

• G10L15/22 (No explanation available)
  • Count: 337 patents
  • Example: 20240233718. SEMANTICALLY CONDITIONED VOICE ACTIVITY DETECTION (SoundHound, Inc.)
• G06F40/40 (No explanation available)
  • Count: 178 patents
  • Example: 20240232188. SYSTEMS AND METHODS FOR AUTOMATED CODE GENERATION FOR CALCULATION BASED ON ASSOCIATED FORMAL SPECIFICATIONS (Tata Consultancy Services Limited)
• G10L2015/223 (No explanation available)
  • Count: 173 patents
  • Example: 20240233718. SEMANTICALLY CONDITIONED VOICE ACTIVITY DETECTION (SoundHound, Inc.)
• G10L15/063 (No explanation available)
  • Count: 128 patents
  • Example: 20240233707. Knowledge Distillation with Domain Mismatch For Speech Recognition (Google LLC)
• G10L15/26 (No explanation available)
  • Count: 124 patents
  • Example: 20240233712. Speech Recognition Biasing (Google LLC)
• G06F40/30 (No explanation available)
  • Count: 119 patents
  • Example: 20240232345. TECHNIQUES FOR DETECTING COMMAND INJECTION ATTACKS (Okta, Inc.)
• G10L15/16 (No explanation available)
  • Count: 97 patents
  • Example: 20240233712. Speech Recognition Biasing (Google LLC)
• G06F40/284 (No explanation available)
  • Count: 92 patents
  • Example: 20240232345. TECHNIQUES FOR DETECTING COMMAND INJECTION ATTACKS (Okta, Inc.)
• G06N20/00 (No explanation available)
  • Count: 92 patents
  • Example: 20240126997. Conversational Interface for Content Creation and Editing using Large Language Models (Google LLC)
• G06F3/167 (No explanation available)
  • Count: 91 patents
  • Example: 20240231580. SYSTEM AND METHOD FOR MULTI MODAL INPUT AND EDITING ON A HUMAN MACHINE INTERFACE (Robert Bosch GmbH)

Top Companies in Voice Recognition

Google LLC

• Number of Voice Recognition patents: 106
• Top CPC codes:
  • G10L15/063 (No explanation available): 32 patents
  • G10L15/22 (No explanation available): 24 patents
  • G10L15/16 (No explanation available): 21 patents
• Recent patents:
  • 20240029740. Voice Query QoS based on Client-Computed Content Metadata (Google LLC) (20240125)
  • 20240046334. Buying Products within Video Content by Voice Command (Google LLC) (20240208)
  • 20240046933. SPEECH RECOGNITION WITH SELECTIVE USE OF DYNAMIC LANGUAGE MODELS (Google LLC) (20240208)

Microsoft Technology Licensing, LLC

• Number of Voice Recognition patents: 83
• Top CPC codes:
  • G06F40/40 (No explanation available): 24 patents
  • G10L15/22 (No explanation available): 9 patents
  • G06F40/284 (No explanation available): 7 patents
• Recent patents:
  • 20240320257. USER INTERFACE INCLUDING PERSONALIZED FEED WITH DYNAMICALLY GENERATED PROMPTS (Microsoft Technology Licensing, LLC) (20240926)
  • 20240320268. THEME BASED FONT SEARCH (Microsoft Technology Licensing, LLC) (20240926)
  • 20240320451. AUTOMATED SCRIPT GENERATION AND AUDIO-VISUAL PRESENTATIONS (Microsoft Technology Licensing, LLC) (20240926)

GOOGLE LLC

• Number of Voice Recognition patents: 48
• Top CPC codes:
  • G10L15/22 (No explanation available): 20 patents
  • G10L15/30 (No explanation available): 12 patents
  • G10L2015/223 (No explanation available): 9 patents
• Recent patents:
  • 20240046925. DYNAMICALLY DETERMINING WHETHER TO PERFORM CANDIDATE AUTOMATED ASSISTANT ACTION DETERMINED FROM SPOKEN UTTERANCE (GOOGLE LLC) (20240208)
  • 20240046935. GENERATING AND/OR UTILIZING VOICE AUTHENTICATION BIASING PARAMETERS FOR ASSISTANT DEVICES (GOOGLE LLC) (20240208)
  • 20240046936. SELECTIVELY STORING, WITH MULTIPLE USER ACCOUNTS AND/OR TO A SHARED ASSISTANT DEVICE: SPEECH RECOGNITION BIASING, NLU BIASING, AND/OR OTHER DATA (GOOGLE LLC) (20240208)

International Business Machines Corporation

• Number of Voice Recognition patents: 44
• Top CPC codes:
  • G06F40/40 (No explanation available): 8 patents
  • G10L15/063 (No explanation available): 6 patents
  • G10L15/16 (No explanation available): 5 patents
• Recent patents:
  • 20240320429. DOMAIN-SPECIFICITY PREDICTION FOR NATURAL LANGUAGE PROCESSING (International Business Machines Corporation) (20240926)
  • 20240320447. DYNAMIC GENERATION OF ENHANCED PROMPT VECTORS FOR LANGUAGE MODELS (International Business Machines Corporation) (20240926)
  • 20240323695. COMPUTER GENERATED SECURITY FOR VERBAL COMMUNICATIONS WHEN USING A SMART DEVICE (International Business Machines Corporation) (20240926)

SAMSUNG ELECTRONICS CO., LTD.

• Number of Voice Recognition patents: 38
• Top CPC codes:
  • G10L15/22 (No explanation available): 23 patents
  • G10L2015/223 (No explanation available): 12 patents
  • G10L15/26 (No explanation available): 7 patents
• Recent patents:
  • 20240321276. ELECTRONIC DEVICE FOR PERFORMING VOICE RECOGNITION BY USING RECOMMENDED COMMAND (SAMSUNG ELECTRONICS CO., LTD.) (20240926)
  • 20240029717. SYSTEM TO PROVIDE NATURAL UTTERANCE BY A VOICE ASSISTANT AND METHOD THEREOF (SAMSUNG ELECTRONICS CO., LTD.) (20240125)
  • 20240046934. DISPLAY APPARATUS CAPABLE OF RELEASING A VOICE INPUT MODE BY SENSING A SPEECH FINISH AND VOICE CONTROL METHOD THEREOF (SAMSUNG ELECTRONICS CO., LTD.) (20240208)

Amazon Technologies, Inc.

• Number of Voice Recognition patents: 30
• Top CPC codes:
  • G10L15/22 (No explanation available): 17 patents
  • G10L2015/223 (No explanation available): 13 patents
  • G06F3/167 (No explanation available): 8 patents
• Recent patents:
  • 20240331821. MEDICAL CONVERSATIONAL INTELLIGENCE (Amazon Technologies, Inc.) (20241003)
  • 20240321264. AUTOMATIC SPEECH RECOGNITION (Amazon Technologies, Inc.) (20240926)
  • 20240029743. INTERMEDIATE DATA FOR INTER-DEVICE SPEECH PROCESSING (Amazon Technologies, Inc.) (20240125)

INTERNATIONAL BUSINESS MACHINES CORPORATION

• Number of Voice Recognition patents: 25
• Top CPC codes:
  • G06F40/30 (No explanation available): 6 patents
  • G06F40/40 (No explanation available): 4 patents
  • G06F40/253 (No explanation available): 3 patents
• Recent patents:
  • 20240220727. INFORMATION EXTRACTION AND IMAGE RE-ORDERING USING PROMPT LEARNING AND MACHINE-READING COMPREHENSION (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20240704)
  • 20240330567. NATURAL LANGUAGE PROCESSING ELECTRONIC PASSAGE CURATION (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20241003)
  • 20240029712. SPEECH RECOGNITION USING CADENCE PATTERNS (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20240125)

Capital One Services, LLC

• Number of Voice Recognition patents: 22
• Top CPC codes:
  • G06N20/00 (No explanation available): 6 patents
  • G06F40/30 (No explanation available): 5 patents
  • G06F40/284 (No explanation available): 4 patents
• Recent patents:
  • 20240153490. SYSTEMS AND METHODS FOR CORRECTING AUTOMATIC SPEECH RECOGNITION ERRORS (Capital One Services, LLC) (20240509)
  • 20240031477. MACHINE LEARNING DATASET GENERATION USING A NATURAL LANGUAGE PROCESSING TECHNIQUE (Capital One Services, LLC) (20240125)
  • 20240046043. Multi-turn Dialogue Response Generation with Template Generation (Capital One Services, LLC) (20240208)

Salesforce, Inc.

• Number of Voice Recognition patents: 22
• Top CPC codes:
  • G06F40/284 (No explanation available): 7 patents
  • G06F40/40 (No explanation available): 6 patents
  • G06N3/0455 (No explanation available): 3 patents
• Recent patents:
  • 20240362405. Authoring Data Stories with Generative AI (Salesforce, Inc.) (20241031)
  • 20240330603. SYSTEMS AND METHODS FOR CROSS-LINGUAL TRANSFER LEARNING (Salesforce, Inc.) (20241003)
  • 20240046330. SYSTEMS AND METHODS FOR UNIVERSAL ITEM LEARNING IN ITEM RECOMMENDATION (Salesforce, Inc.) (20240208)

MICROSOFT TECHNOLOGY LICENSING, LLC

• Number of Voice Recognition patents: 21
• Top CPC codes:
  • G06F40/40 (No explanation available): 5 patents
  • G06F16/3329 (No explanation available): 3 patents
  • G06F40/20 (No explanation available): 2 patents
• Recent patents:
  • 20240346255. CONTEXTUAL KNOWLEDGE SUMMARIZATION WITH LARGE LANGUAGE MODELS (MICROSOFT TECHNOLOGY LICENSING, LLC) (20241017)
  • 20240087683. CLASSIFICATION USING A MACHINE LEARNING MODEL TRAINED WITH TRIPLET LOSS (MICROSOFT TECHNOLOGY LICENSING, LLC) (20240314)
  • 20240330446. FINDING SEMANTICALLY RELATED SECURITY INFORMATION (MICROSOFT TECHNOLOGY LICENSING, LLC) (20241003)

New Companies in Voice Recognition (Last Month)

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No new companies detected in the last month.

Emerging Technology Areas in Voice Recognition

• H04M2203/5072 (No explanation available)
  • Count: 1 patents
  • Example: 20240046943. SYSTEMS AND METHODS FOR FILTERING UNWANTED SOUNDS FROM A CONFERENCE CALL USING VOICE SYNTHESIS (Rovi Guides, Inc.)
• H04M3/42068 (No explanation available)
  • Count: 1 patents
  • Example: 20240046943. SYSTEMS AND METHODS FOR FILTERING UNWANTED SOUNDS FROM A CONFERENCE CALL USING VOICE SYNTHESIS (Rovi Guides, Inc.)
• E06B2009/2464 (No explanation available)
  • Count: 1 patents
  • Example: 20240046928. CONTROLLING OPTICALLY-SWITCHABLE DEVICES (View, Inc.)
• G02F1/163 (No explanation available)
  • Count: 1 patents
  • Example: 20240046928. CONTROLLING OPTICALLY-SWITCHABLE DEVICES (View, Inc.)
• E06B9/24 (No explanation available)
  • Count: 1 patents
  • Example: 20240046928. CONTROLLING OPTICALLY-SWITCHABLE DEVICES (View, Inc.)
• E06B3/6722 (No explanation available)
  • Count: 1 patents
  • Example: 20240046928. CONTROLLING OPTICALLY-SWITCHABLE DEVICES (View, Inc.)
• G10K11/17825 (No explanation available)
  • Count: 1 patents
  • Example: 20240046912. NOISE, ACTIVE NOISE CANCELATION, AND FILTERING TO IMPROVE PRIVACY FOR HMD MOTION SENSORS (Sony Interactive Entertainment Inc.)
• H04L51/18 (No explanation available)
  • Count: 1 patents
  • Example: 20240046683. INTERACTIVE VOICE RESPONSE SYSTEMS HAVING IMAGE ANALYSIS (Nuance Communications, Inc.)
• G06V30/1463 (No explanation available)
  • Count: 1 patents
  • Example: 20240046683. INTERACTIVE VOICE RESPONSE SYSTEMS HAVING IMAGE ANALYSIS (Nuance Communications, Inc.)
• G06V30/41 (No explanation available)
  • Count: 1 patents
  • Example: 20240046683. INTERACTIVE VOICE RESPONSE SYSTEMS HAVING IMAGE ANALYSIS (Nuance Communications, Inc.)

Top Companies in Emerging Voice Recognition Technologies

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• View, Inc.: 4 patents
• Nuance Communications, Inc.: 3 patents
• Rovi Guides, Inc.: 2 patents
• Sony Interactive Entertainment Inc.: 1 patents

Top Inventors in Voice Recognition

Yu Zhang of Mountain View CA (US)

• Number of Voice Recognition patents: 13
• Top companies:
  • Google LLC: 13 patents
• Recent patents:
  • 20240362453. Convolution-Augmented Transformer Models (Google LLC) (20241031)
  • 20240029715. Using Aligned Text and Speech Representations to Train Automatic Speech Recognition Models without Transcribed Speech Data (Google LLC) (20240125)
  • 20240029716. Streaming Automatic Speech Recognition With Non-Streaming Model Distillation (Google LLC) (20240125)

Suzanne Gildert

• Number of Voice Recognition patents: 13
• Top companies:
  • Sanctuary Cognitive Systems Corporation: 13 patents
• Recent patents:
  • 20240278435. SYSTEMS, DEVICES, AND METHODS FOR OPERATING A ROBOTIC SYSTEM (Sanctuary Cognitive Systems Corporation) (20240822)
  • 20240359319. ROBOT SYSTEMS, METHODS, CONTROL MODULES, AND COMPUTER PROGRAM PRODUCTS THAT LEVERAGE LARGE LANGUAGE MODELS (Sanctuary Cognitive Systems Corporation) (20241031)
  • 20240316761. ROBOT SYSTEMS, METHODS, CONTROL MODULES, AND COMPUTER PROGRAM PRODUCTS THAT LEVERAGE LARGE LANGUAGE MODELS (Sanctuary Cognitive Systems Corporation) (20240926)

Tara N. Sainath of Jersey City NJ (US)

• Number of Voice Recognition patents: 13
• Top companies:
  • Google LLC: 13 patents
• Recent patents:
  • 20240153495. Multi-Output Decoders for Multi-Task Learning of ASR and Auxiliary Tasks (Google LLC) (20240509)
  • 20240153498. Contextual Biasing With Text Injection (Google LLC) (20240509)
  • 20240029719. Unified End-To-End Speech Recognition And Endpointing Using A Switch Connection (Google LLC) (20240125)

William TUNSTALL-PEDOE

• Number of Voice Recognition patents: 11
• Top companies:
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 10 patents
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 1 patents
• Recent patents:
  • 20240086644. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240086645. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240028839. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240125)

Robert HEYWOOD

• Number of Voice Recognition patents: 11
• Top companies:
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 10 patents
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 1 patents
• Recent patents:
  • 20240086644. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240086645. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240028839. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240125)

Finlay CURRAN

• Number of Voice Recognition patents: 9
• Top companies:
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 8 patents
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 1 patents
• Recent patents:
  • 20240086644. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240086645. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240028839. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240125)

Harry ROSCOE

• Number of Voice Recognition patents: 9
• Top companies:
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 8 patents
  • UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED: 1 patents
• Recent patents:
  • 20240086644. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240086645. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240314)
  • 20240028839. COMPUTER IMPLEMENTED METHOD FOR THE AUTOMATED ANALYSIS OR USE OF DATA (UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED) (20240125)

Matthew Sharifi

• Number of Voice Recognition patents: 9
• Top companies:
  • Google LLC: 5 patents
  • GOOGLE LLC: 4 patents
• Recent patents:
  • 20240029740. Voice Query QoS based on Client-Computed Content Metadata (Google LLC) (20240125)
  • 20240046935. GENERATING AND/OR UTILIZING VOICE AUTHENTICATION BIASING PARAMETERS FOR ASSISTANT DEVICES (GOOGLE LLC) (20240208)
  • 20240046936. SELECTIVELY STORING, WITH MULTIPLE USER ACCOUNTS AND/OR TO A SHARED ASSISTANT DEVICE: SPEECH RECOGNITION BIASING, NLU BIASING, AND/OR OTHER DATA (GOOGLE LLC) (20240208)

Boris Ginsburg of Sunnyvale CA (US)

• Number of Voice Recognition patents: 8
• Top companies:
  • Nvidia Corporation: 5 patents
  • NVIDIA Corporation: 3 patents
• Recent patents:
  • 20240071366. TEXT NORMALIZATION AND INVERSE TEXT NORMALIZATION USING WEIGHTED FINITE-STATE TRANSDUCERS AND NEURAL LANGUAGE MODELS (Nvidia Corporation) (20240229)
  • 20240112021. AUTOMATIC SPEECH RECOGNITION WITH MULTI-FRAME BLANK DECODING USING NEURAL NETWORKS FOR CONVERSATIONAL AI SYSTEMS AND APPLICATIONS (Nvidia Corporation) (20240404)
  • 20240221763. WATERMARKING FOR SPEECH IN CONVERSATIONAL AI AND COLLABORATIVE SYNTHETIC CONTENT GENERATION SYSTEMS AND APPLICATIONS (Nvidia Corporation) (20240704)

Bhuvana Ramabhadran of Mt. Kisco NY (US)

• Number of Voice Recognition patents: 8
• Top companies:
  • Google LLC: 8 patents
• Recent patents:
  • 20240404506. MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING (Google LLC) (20241205)
  • 20240153484. MASSIVE MULTILINGUAL SPEECH-TEXT JOINT SEMI-SUPERVISED LEARNING FOR TEXT-TO-SPEECH (Google LLC) (20240509)
  • 20240029715. Using Aligned Text and Speech Representations to Train Automatic Speech Recognition Models without Transcribed Speech Data (Google LLC) (20240125)

Shuo-yiin Chang of Sunnyvale CA (US)

• Number of Voice Recognition patents: 8
• Top companies:
  • Google LLC: 8 patents
• Recent patents:
  • 20240169981. End-To-End Segmentation in a Two-Pass Cascaded Encoder Automatic Speech Recognition Model (Google LLC) (20240523)
  • 20240153495. Multi-Output Decoders for Multi-Task Learning of ASR and Auxiliary Tasks (Google LLC) (20240509)
  • 20240029719. Unified End-To-End Speech Recognition And Endpointing Using A Switch Connection (Google LLC) (20240125)

Jeffry Copps Robert Jose

• Number of Voice Recognition patents: 8
• Top companies:
  • Rovi Guides, Inc.: 8 patents
• Recent patents:
  • 20240330609. SYSTEMS AND METHODS TO SUPPORT A NEW LOCALE IN A LANGUAGE MODEL (Rovi Guides, Inc.) (20241003)
  • 20240321275. SYSTEMS AND METHODS FOR PROVIDING VOICE COMMAND RECOMMENDATIONS (Rovi Guides, Inc.) (20240926)
  • 20240028111. METHODS AND SYSTEMS OF EXTENDED REALITY ENVIRONMENT INTERACTION BASED ON EYE MOTIONS (Rovi Guides, Inc.) (20240125)

Rajiv Mathews of Sunnyvale CA (US)

• Number of Voice Recognition patents: 7
• Top companies:
  • GOOGLE LLC: 5 patents
  • Google LLC: 2 patents
• Recent patents:
  • 20240194192. FEDERATED KNOWLEDGE DISTILLATION ON AN ENCODER OF A GLOBAL ASR MODEL AND/OR AN ENCODER OF A CLIENT ASR MODEL (GOOGLE LLC) (20240613)
  • 20240112672. GENERATION AND UTILIZATION OF PSEUDO-CORRECTION(S) TO PREVENT FORGETTING OF PERSONALIZED ON-DEVICE AUTOMATIC SPEECH RECOGNITION (ASR) MODEL(S) (GOOGLE LLC) (20240404)
  • 20240112673. IDENTIFYING AND CORRECTING AUTOMATIC SPEECH RECOGNITION (ASR) MISRECOGNITIONS IN A DECENTRALIZED MANNER (GOOGLE LLC) (20240404)

Kyungtae KIM

• Number of Voice Recognition patents: 7
• Top companies:
  • SAMSUNG ELECTRONICS CO., LTD.: 7 patents
• Recent patents:
  • 20240135929. ELECTRONIC DEVICE, METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM CONTROLLING EXECUTABLE OBJECT BASED ON VOICE SIGNAL (SAMSUNG ELECTRONICS CO., LTD.) (20240425)
  • 20240143920. METHOD AND ELECTRONIC DEVICE FOR PROCESSING USER UTTERANCE BASED ON LANGUAGE MODEL (SAMSUNG ELECTRONICS CO., LTD.) (20240502)
  • 20240071363. ELECTRONIC DEVICE AND METHOD OF CONTROLLING TEXT-TO-SPEECH (TTS) RATE (SAMSUNG ELECTRONICS CO., LTD.) (20240229)

Geordie Rose

• Number of Voice Recognition patents: 7
• Top companies:
  • Sanctuary Cognitive Systems Corporation: 7 patents
• Recent patents:
  • 20240253224. ROBOT SYSTEMS, METHODS, CONTROL MODULES, AND COMPUTER PROGRAM PRODUCTS THAT LEVERAGE LARGE LANGUAGE MODELS (Sanctuary Cognitive Systems Corporation) (20240801)
  • 20240359319. ROBOT SYSTEMS, METHODS, CONTROL MODULES, AND COMPUTER PROGRAM PRODUCTS THAT LEVERAGE LARGE LANGUAGE MODELS (Sanctuary Cognitive Systems Corporation) (20241031)
  • 20240316761. ROBOT SYSTEMS, METHODS, CONTROL MODULES, AND COMPUTER PROGRAM PRODUCTS THAT LEVERAGE LARGE LANGUAGE MODELS (Sanctuary Cognitive Systems Corporation) (20240926)

Daniel BEAUCHAMP

• Number of Voice Recognition patents: 7
• Top companies:
  • Shopify Inc.: 7 patents
• Recent patents:
  • 20240311192. METHODS AND SYSTEMS FOR INDICATING RESOURCE USAGE PARAMETER FOR PROMPTING A LARGE LANGUAGE MODEL (LLM) (Shopify Inc.) (20240919)
  • 20240311546. METHODS AND SYSTEMS FOR PROMPTING LARGE LANGUAGE MODEL TO GENERATE FORMATTED OUTPUT (Shopify Inc.) (20240919)
  • 20240320432. SYSTEMS AND METHODS FOR IMPROVING TEXTUAL DESCRIPTIONS USING LARGE LANGUAGE MODELS (Shopify Inc.) (20240926)

Shishir Kumar Prasad of Fremont CA (US)

• Number of Voice Recognition patents: 7
• Top companies:
  • Maplebear Inc.: 6 patents
  • Maplebear Inc. (dba Instacart): 1 patents
• Recent patents:
  • 20240070393. GENERATING SUGGESTED INSTRUCTIONS THROUGH NATURAL LANGUAGE PROCESSING OF INSTRUCTION EXAMPLES (Maplebear Inc. (dba Instacart)) (20240229)
  • 20240362696. GENERATING ITEM REPLACEMENTS USING MACHINE LEARNING BASED LANGUAGE MODELS (Maplebear Inc.) (20241031)
  • 20240330718. GENERATING KNOWLEDGE GRAPH DATABASES FOR ONLINE SYSTEM USING LARGE LANGUAGE MACHINE-LEARNED MODELS (Maplebear Inc.) (20241003)

NEELAKANTAN SUNDARESAN of BELLEVUE WA (US)

• Number of Voice Recognition patents: 7
• Top companies:
  • MICROSOFT TECHNOLOGY LICENSING, LLC.: 7 patents
• Recent patents:
  • 20240403438. CODE-CHANGE BASED PROMPT FOR CODE REPAIR (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20241205)
  • 20240361996. REPOSITORY-LEVEL AUGMENTATION OF PROMPTS FOR CODE COMPLETION (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20241031)
  • 20240028306. MULTI-LINGUAL LINE-OF-CODE COMPLETION SYSTEM (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20240125)

Umair Altaf of Atlanta GA (US)

• Number of Voice Recognition patents: 7
• Top companies:
  • PINDROP SECURITY, INC.: 5 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Byungha Chun

• Number of Voice Recognition patents: 6
• Top companies:
  • Google LLC: 6 patents
• Recent patents:
  • 20240404506. MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING (Google LLC) (20241205)
  • 20240062743. Unsupervised Parallel Tacotron Non-Autoregressive and Controllable Text-To-Speech (Google LLC) (20240222)
  • 20240153484. MASSIVE MULTILINGUAL SPEECH-TEXT JOINT SEMI-SUPERVISED LEARNING FOR TEXT-TO-SPEECH (Google LLC) (20240509)

Russ MASCHMEYER of Berkeley CA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • Shopify Inc.: 6 patents
• Recent patents:
  • 20240311192. METHODS AND SYSTEMS FOR INDICATING RESOURCE USAGE PARAMETER FOR PROMPTING A LARGE LANGUAGE MODEL (LLM) (Shopify Inc.) (20240919)
  • 20240311546. METHODS AND SYSTEMS FOR PROMPTING LARGE LANGUAGE MODEL TO GENERATE FORMATTED OUTPUT (Shopify Inc.) (20240919)
  • 20240320432. SYSTEMS AND METHODS FOR IMPROVING TEXTUAL DESCRIPTIONS USING LARGE LANGUAGE MODELS (Shopify Inc.) (20240926)

Haixun Wang of Bellevue WA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • Maplebear Inc.: 6 patents
• Recent patents:
  • 20240303711. CONVERSATIONAL AND INTERACTIVE SEARCH USING MACHINE LEARNING BASED LANGUAGE MODELS (Maplebear Inc.) (20240912)
  • 20240330718. GENERATING KNOWLEDGE GRAPH DATABASES FOR ONLINE SYSTEM USING LARGE LANGUAGE MACHINE-LEARNED MODELS (Maplebear Inc.) (20241003)
  • 20240320063. INTEGRATION FROM LARGE LANGUAGE MACHINE-LEARNED MODEL POWERED APPLICATIONS TO ONLINE SYSTEM (Maplebear Inc.) (20240926)

Pedro J. Moreno Mengibar of Jersey City NJ (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • Google LLC: 6 patents
• Recent patents:
  • 20240282292. USING SPEECH RECOGNITION TO IMPROVE CROSS-LANGUAGE SPEECH SYNTHESIS (Google LLC) (20240822)
  • 20240282309. VOICE RECOGNITION SYSTEM (Google LLC) (20240822)
  • 20240046933. SPEECH RECOGNITION WITH SELECTIVE USE OF DYNAMIC LANGUAGE MODELS (Google LLC) (20240208)

Bassem BOUGUERRA of Long Beach CA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • YAHOO ASSETS LLC: 6 patents
• Recent patents:
  • 20240356870. SYSTEMS AND METHODS FOR MESSAGE AUTOMATION (YAHOO ASSETS LLC) (20241024)
  • 20240356880. SYSTEMS AND METHODS FOR FOCUSED USER ACCOUNT INBOXES (YAHOO ASSETS LLC) (20241024)
  • 20240356884. SYSTEMS AND METHODS FOR SMART MANAGEMENT OF INBOX (YAHOO ASSETS LLC) (20241024)

Kevin PATEL of Fremont CA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • YAHOO ASSETS LLC: 6 patents
• Recent patents:
  • 20240356870. SYSTEMS AND METHODS FOR MESSAGE AUTOMATION (YAHOO ASSETS LLC) (20241024)
  • 20240356880. SYSTEMS AND METHODS FOR FOCUSED USER ACCOUNT INBOXES (YAHOO ASSETS LLC) (20241024)
  • 20240356884. SYSTEMS AND METHODS FOR SMART MANAGEMENT OF INBOX (YAHOO ASSETS LLC) (20241024)

Shiv Shankar SAHADEVAN of San Jose CA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • YAHOO ASSETS LLC: 6 patents
• Recent patents:
  • 20240356870. SYSTEMS AND METHODS FOR MESSAGE AUTOMATION (YAHOO ASSETS LLC) (20241024)
  • 20240356880. SYSTEMS AND METHODS FOR FOCUSED USER ACCOUNT INBOXES (YAHOO ASSETS LLC) (20241024)
  • 20240356884. SYSTEMS AND METHODS FOR SMART MANAGEMENT OF INBOX (YAHOO ASSETS LLC) (20241024)

Caiming Xiong of Menlo Park CA (US)

• Number of Voice Recognition patents: 6
• Top companies:
  • Salesforce, Inc.: 6 patents
• Recent patents:
  • 20240312128. SYSTEMS AND METHODS FOR MULTIMODAL PRETRAINING FOR THREE-DIMENSIONAL UNDERSTANDING MODELS (Salesforce, Inc.) (20240919)
  • 20240370718. SYSTEMS AND METHODS FOR MULTI-MODAL LANGUAGE MODELS (Salesforce, Inc.) (20241107)
  • 20240330603. SYSTEMS AND METHODS FOR CROSS-LINGUAL TRANSFER LEARNING (Salesforce, Inc.) (20241003)

Victor Carbune

• Number of Voice Recognition patents: 6
• Top companies:
  • GOOGLE LLC: 4 patents
  • Google LLC: 2 patents
• Recent patents:
  • 20240321277. ARRANGING AND/OR CLEARING SPEECH-TO-TEXT CONTENT WITHOUT A USER PROVIDING EXPRESS INSTRUCTIONS (GOOGLE LLC) (20240926)
  • 20240046935. GENERATING AND/OR UTILIZING VOICE AUTHENTICATION BIASING PARAMETERS FOR ASSISTANT DEVICES (GOOGLE LLC) (20240208)
  • 20240046936. SELECTIVELY STORING, WITH MULTIPLE USER ACCOUNTS AND/OR TO A SHARED ASSISTANT DEVICE: SPEECH RECOGNITION BIASING, NLU BIASING, AND/OR OTHER DATA (GOOGLE LLC) (20240208)

Mark Edward Johnson

• Number of Voice Recognition patents: 5
• Top companies:
  • Oracle International Corporation: 5 patents
• Recent patents:
  • 20240256777. OUT-OF-DOMAIN DATA AUGMENTATION FOR NATURAL LANGUAGE PROCESSING (Oracle International Corporation) (20240801)
  • 20240013780. ENTITY LEVEL DATA AUGMENTATION IN CHATBOTS FOR ROBUST NAMED ENTITY RECOGNITION (Oracle International Corporation) (20240111)
  • 20240143934. MULTI-TASK MODEL WITH CONTEXT MASKING (Oracle International Corporation) (20240502)

Shankar Kumar of New York NY (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 4 patents
  • GOOGLE LLC: 1 patents
• Recent patents:
  • 20240135918. Knowledge Distillation with Domain Mismatch For Speech Recognition (Google LLC) (20240425)
  • 20240194192. FEDERATED KNOWLEDGE DISTILLATION ON AN ENCODER OF A GLOBAL ASR MODEL AND/OR AN ENCODER OF A CLIENT ASR MODEL (GOOGLE LLC) (20240613)
  • 20240153495. Multi-Output Decoders for Multi-Task Learning of ASR and Auxiliary Tasks (Google LLC) (20240509)

Mingqing Chen of Saratoga CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • GOOGLE LLC: 3 patents
  • Google LLC: 2 patents
• Recent patents:
  • 20240135918. Knowledge Distillation with Domain Mismatch For Speech Recognition (Google LLC) (20240425)
  • 20240194192. FEDERATED KNOWLEDGE DISTILLATION ON AN ENCODER OF A GLOBAL ASR MODEL AND/OR AN ENCODER OF A CLIENT ASR MODEL (GOOGLE LLC) (20240613)
  • 20240112673. IDENTIFYING AND CORRECTING AUTOMATIC SPEECH RECOGNITION (ASR) MISRECOGNITIONS IN A DECENTRALIZED MANNER (GOOGLE LLC) (20240404)

Gajin SONG

• Number of Voice Recognition patents: 5
• Top companies:
  • SAMSUNG ELECTRONICS CO., LTD.: 4 patents
  • Samsung Electronics Co., Ltd.: 1 patents
• Recent patents:
  • 20240119960. ELECTRONIC DEVICE AND METHOD OF RECOGNIZING VOICE (SAMSUNG ELECTRONICS CO., LTD.) (20240411)
  • 20240161744. ELECTRONIC DEVICES AND METHODS OF HANDLING USER UTTERANCES (SAMSUNG ELECTRONICS CO., LTD.) (20240516)
  • 20240071390. ELECTRONIC DEVICE CONFIGURED TO PERFORM ACTION USING SPEECH RECOGNITION FUNCTION AND METHOD FOR PROVIDING NOTIFICATION RELATED TO ACTION USING SAME (SAMSUNG ELECTRONICS CO., LTD.) (20240229)

Zhifeng Chen of Sunnyvale CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 3 patents
  • GOOGLE LLC: 2 patents
• Recent patents:
  • 20240311402. STREAMING OF NATURAL LANGUAGE (NL) BASED OUTPUT GENERATED USING A LARGE LANGUAGE MODEL (LLM) TO REDUCE LATENCY IN RENDERING THEREOF (GOOGLE LLC) (20240919)
  • 20240311405. DYNAMIC SELECTION FROM AMONG MULTIPLE CANDIDATE GENERATIVE MODELS WITH DIFFERING COMPUTATIONAL EFFICIENCIES (GOOGLE LLC) (20240919)
  • 20240404506. MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING (Google LLC) (20241205)

Yonghui Wu of Fremont CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 5 patents
• Recent patents:
  • 20240339106. Phonemes And Graphemes for Neural Text-to-Speech (Google LLC) (20241010)
  • 20240404506. MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING (Google LLC) (20241205)
  • 20240062743. Unsupervised Parallel Tacotron Non-Autoregressive and Controllable Text-To-Speech (Google LLC) (20240222)

Brant Candelore of Poway CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Sony Group Corporation: 5 patents
• Recent patents:
  • 20240143144. QUICK AND EASY AUDIO PROFILE CREATION AND USE (Sony Group Corporation) (20240502)
  • 20240144938. QUICK AUDIO PROFILE USING VOICE ASSISTANT (Sony Group Corporation) (20240502)
  • 20240406518. TRACKING CONTENT WITH ARTIFICAL INTELLIGENCE AS IT IS CONSUMED (Sony Group Corporation) (20241205)

Françoise Beaufays of Mountain View CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • GOOGLE LLC: 4 patents
  • Google LLC: 1 patents
• Recent patents:
  • 20240265269. SYSTEM(S) AND METHOD(S) TO REDUCE A TRANSFERABLE SIZE OF LANGUAGE MODEL(S) TO ENABLE DECENTRALIZED LEARNING THEREOF (GOOGLE LLC) (20240808)
  • 20240112673. IDENTIFYING AND CORRECTING AUTOMATIC SPEECH RECOGNITION (ASR) MISRECOGNITIONS IN A DECENTRALIZED MANNER (GOOGLE LLC) (20240404)
  • 20240029711. USING CORRECTIONS, OF PREDICTED TEXTUAL SEGMENTS OF SPOKEN UTTERANCES, FOR TRAINING OF ON-DEVICE SPEECH RECOGNITION MODEL (Google LLC) (20240125)

Li Tan of Fremont CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Maplebear Inc.: 5 patents
• Recent patents:
  • 20240303710. PROCESSING CROWD-SOURCED INFORMATION USING MACHINE LEARNING BASED LANGUAGE MODELS (Maplebear Inc.) (20240912)
  • 20240303711. CONVERSATIONAL AND INTERACTIVE SEARCH USING MACHINE LEARNING BASED LANGUAGE MODELS (Maplebear Inc.) (20240912)
  • 20240330718. GENERATING KNOWLEDGE GRAPH DATABASES FOR ONLINE SYSTEM USING LARGE LANGUAGE MACHINE-LEARNED MODELS (Maplebear Inc.) (20241003)

Khe Chai Sim of Dublin CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 3 patents
  • GOOGLE LLC: 2 patents
• Recent patents:
  • 20240203399. Training A Language Model Of An End-To-End Automatic Speech Recognition Model Using Random Encoder Features (Google LLC) (20240620)
  • 20240112672. GENERATION AND UTILIZATION OF PSEUDO-CORRECTION(S) TO PREVENT FORGETTING OF PERSONALIZED ON-DEVICE AUTOMATIC SPEECH RECOGNITION (ASR) MODEL(S) (GOOGLE LLC) (20240404)
  • 20240029720. Context-aware Neural Confidence Estimation for Rare Word Speech Recognition (Google LLC) (20240125)

Anshuman Tripathi of Mountain View CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 5 patents
• Recent patents:
  • 20240371379. Reducing Streaming ASR Model Delay With Self Alignment (Google LLC) (20241107)
  • 20240177706. Monte Carlo Self-Training for Speech Recognition (Google LLC) (20240530)
  • 20240242712. Contrastive Siamese Network for Semi-supervised Speech Recognition (Google LLC) (20240718)

Qian Zhang of Mountain View CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 5 patents
• Recent patents:
  • 20240371379. Reducing Streaming ASR Model Delay With Self Alignment (Google LLC) (20241107)
  • 20240177706. Monte Carlo Self-Training for Speech Recognition (Google LLC) (20240530)
  • 20240242712. Contrastive Siamese Network for Semi-supervised Speech Recognition (Google LLC) (20240718)

Hasim Sak of Santa Clara CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • Google LLC: 5 patents
• Recent patents:
  • 20240371379. Reducing Streaming ASR Model Delay With Self Alignment (Google LLC) (20241107)
  • 20240177706. Monte Carlo Self-Training for Speech Recognition (Google LLC) (20240530)
  • 20240242712. Contrastive Siamese Network for Semi-supervised Speech Recognition (Google LLC) (20240718)

ALEXEY SVYATKOVSKIY of BELLEVUE WA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • MICROSOFT TECHNOLOGY LICENSING, LLC.: 5 patents
• Recent patents:
  • 20240370244. SEMI-SUPERVISED TRANSLATION OFSOURCE CODE PROGRAMS USING NEURAL TRANSFORMERS (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20241107)
  • 20240361996. REPOSITORY-LEVEL AUGMENTATION OF PROMPTS FOR CODE COMPLETION (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20241031)
  • 20240028306. MULTI-LINGUAL LINE-OF-CODE COMPLETION SYSTEM (MICROSOFT TECHNOLOGY LICENSING, LLC.) (20240125)

Vijay Kumar Baikampady Gopalkrishna of Santa Clara CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • NEC Laboratories America, Inc.: 5 patents
• Recent patents:
  • 20240355090. CONDITIONAL SIMILARITY-BASED IMAGE IDENTIFICATION AND MATCHING WITH REDUCED LABELS (NEC Laboratories America, Inc.) (20241024)
  • 20240378454. OPTIMIZING MODELS FOR OPEN-VOCABULARY DETECTION (NEC Laboratories America, Inc.) (20241114)
  • 20240152767. VISUAL QUESTION ANSWERING WITH UNLABELED IMAGE AUGMENTATION (NEC Laboratories America, Inc.) (20240509)

Manmohan Chandraker of Santa Clara CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • NEC Laboratories America, Inc.: 5 patents
• Recent patents:
  • 20240355090. CONDITIONAL SIMILARITY-BASED IMAGE IDENTIFICATION AND MATCHING WITH REDUCED LABELS (NEC Laboratories America, Inc.) (20241024)
  • 20240378454. OPTIMIZING MODELS FOR OPEN-VOCABULARY DETECTION (NEC Laboratories America, Inc.) (20241114)
  • 20240152767. VISUAL QUESTION ANSWERING WITH UNLABELED IMAGE AUGMENTATION (NEC Laboratories America, Inc.) (20240509)

Shashank KHANNA of Fremont CA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • YAHOO ASSETS LLC: 5 patents
• Recent patents:
  • 20240354711. ENHANCED SCHEDULING OPERATIONS UTILIZING LARGE LANGUAGE MODELS AND METHODS OF USE THEREOF (YAHOO ASSETS LLC) (20241024)
  • 20240356870. SYSTEMS AND METHODS FOR MESSAGE AUTOMATION (YAHOO ASSETS LLC) (20241024)
  • 20240356884. SYSTEMS AND METHODS FOR SMART MANAGEMENT OF INBOX (YAHOO ASSETS LLC) (20241024)

Sai Pradeep Peri of Atlanta GA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • PINDROP SECURITY, INC.: 3 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Lakshay Phatela of Atlanta GA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • PINDROP SECURITY, INC.: 3 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Payas Gupta of Atlanta GA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • PINDROP SECURITY, INC.: 3 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Yitao Sun of Atlanta GA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • PINDROP SECURITY, INC.: 3 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Svetlana Afanaseva of Atlanta GA (US)

• Number of Voice Recognition patents: 5
• Top companies:
  • PINDROP SECURITY, INC.: 3 patents
  • Pindrop Security, Inc.: 2 patents
• Recent patents:
  • 20240355337. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241024)
  • 20240363099. DEEPFAKE DETECTION (PINDROP SECURITY, INC.) (20241031)
  • 20240363103. DEEPFAKE DETECTION (Pindrop Security, Inc.) (20241031)

Top Collaborations in Voice Recognition

Top US States for Voice Recognition Inventors

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Top Cities for Voice Recognition Inventors

• Mountain View: 249 inventors
• San Francisco: 187 inventors
• San Jose: 161 inventors
• Beijing: 144 inventors
• Seattle: 131 inventors
• Sunnyvale: 127 inventors
• Atlanta: 122 inventors
• Redmond: 108 inventors
• New York: 106 inventors
• Suwon-si: 102 inventors
• Santa Clara: 97 inventors
• Seoul: 97 inventors
• Bellevue: 88 inventors
• Bangalore: 84 inventors
• Palo Alto: 80 inventors
• Cambridge: 78 inventors
• Tokyo: 74 inventors
• London: 70 inventors
• Fremont: 69 inventors
• Shenzhen: 59 inventors