Roku, Inc.

CUSTOMIZED DEVICE PAIRING BASED ON DEVICE FEATURES

MEDIA DEVICE SIMULATOR

INTERNET OF THINGS APPLICATION STORE

SYSTEM PERFORMANCE DEGRADATION MITIGATION BASED ON DIFFERENT COMPUTE RESOURCE CHARACTERISTICS

SYSTEM PERFORMANCE DEGRADATION MITIGATION BASED ON PRIORITIZABLE MITIGATING ACTIONS

STOCHASTIC RANK BOOST FACTORS TO OPTIMIZE ENGAGEMENT AND REVENUE

MULTIPLE QUERY PROJECTIONS FOR DEEP MACHINE LEARNING

USER-BASED CONTENT FILTERING

REDUCING ACTIVE USER BIAS FOR CONTENT RECOMMENDATION MODELS

LED DRIVER IC FOR SCANNING BACKLIGHT CONTROL

SEARCH SYSTEMS BASED ON USER RELEVANCE AND REWARD GENERATION

AUDIO SPATIAL COMPLEXITY SCORING OF CONTENT ITEMS ON DIGITAL CONTENT PLATFORMS

PERSONALIZED MULTIMODAL ANALYSIS FOR CONTENT ITEM RECOMMENDATION

UTILIZING A SINGLE BUFFER FOR A DYNAMIC NUMBER OF PLAYERS, EACH USING A DYNAMICALLY SIZED BUFFER

DYNAMIC SOUND OUTPUT ADJUSTMENT BASED ON ENVIRONMENTAL DETECTION

RENDERING A DYNAMIC ENDEMIC BANNER ON STREAMING PLATFORMS USING CONTENT RECOMMENDATION SYSTEMS

RENDERING A DYNAMIC ENDEMIC BANNER ON STREAMING PLATFORMS USING CONTENT RECOMMENDATION SYSTEMS AND CONTENT MODELING FOR USER EXPLORATION AND AWARENESS

CONTEXT CLASSIFICATION OF STREAMING CONTENT USING MACHINE LEARNING

AI-GENERATED CONTENT RECOMMENDATION MICRO-DESCRIPTORS

MEDIA CONTENT ITEM RECOMMENDATIONS BASED ON PREDICTED USER INTERACTION EMBEDDINGS

REAL-TIME ONLINE LEARNING FOR SHORT-FORM CONTENT RANKING

DISPLAY SETTING ADJUSTMENT

UNSUPERVISED CUE POINT DISCOVERY FOR EPISODIC CONTENT

IN-SYNC DIGITAL WAVEFORM COMPARISON TO DETERMINE PASS/FAIL RESULTS OF A DEVICE UNDER TEST (DUT)

OBJECT INJECTION FRAMEWORK FOR DYNAMIC AND INTERACTIVE SCREENSAVER

APPLICATION PRE-LAUNCH SYSTEM

DYNAMIC CONTENT FILLING SYSTEM FOR AVOIDANCE OF SLATE PLAYBACK DURING LIVE STREAMS

TRIVIA GENERATION

AUTOMATED ANALYSIS AND DYNAMIC SELECTION (CREATION) OF HIGH QUALITY SUPPLEMENTAL CONTENT FOR USER ENGAGEMENT OPTIMIZATION

AUTOMATICALLY DETERMINING OPTIMAL SUPPLEMENTAL CONTENT FOR A MEDIA STREAM MENU INTERFACE

LIVE PROGRAM DEDUPLICATION USING VIDEO FINGERPRINTING

DYNAMIC AUDIO VOLUME LEVELING NOTIFICATION SYSTEM

ARTIFICIAL INTELLIGENCE (AI) AUDIO ENHANCEMENT

GENERATING SHORT-FORM CONTENT FROM FULL-LENGTH MEDIA USING A MACHINE LEARNING MODEL

CODE MIGRATION AND DEPLOYMENT IN AN INTERNET-OFTHINGS (IOT) ENVIRONMENT

BIG DATA RETENTION MANAGEMENT SYSTEM

VOICE CONTROL FOR SETTINGS ON TV OR OTHER ELECTRONIC DEVICES

DETECTION OF DOWNSTREAM SMART DEVICES

ELECTRONIC MEDIA DEVICE RESET TECHNIQUES

PERSONALIZED MULTIMODAL ANALYSIS FOR CONTENT ITEM RECOMMENDATION

PERSONALIZED RETRIEVAL SYSTEM

MEDIA SYSTEM WITH MULTIPLE DIGITAL ASSISTANTS

ADJUSTING VIDEO NOISE REDUCTION USING AN AI-BASED NOISE METRIC

COMBINED MEDIA CAPABILITY FOR MULTIPLE MEDIA DEVICES

MASS INSERTION INTO SINGLE-THREADED DATABASES

HIGH QUALITY METADATA CREATION FOR CONTENT USING NOISY SOURCES

CONTEXTUAL-BASED MOTION CONTROL OF A USER INTERFACE

SECURE REMOTE-LESS CONFIGURATION OF A MEDIA PLAYBACK DEVICE

QUERY PLANNER AGENT FOR MULTIMEDIA SYSTEM

DEEP MACHINE LEARNING CONTENT ITEM RANKER

INTELLIGENT USER INTERFACE CUSTOMIZATION FOR ONE-HANDED USE

SEARCH SYSTEMS BASED ON USER RELEVANCE AND REVENUE GENERATION

MODULATING POWER CONSUMPTION OF AN ELECTRONIC DEVICE POWERED BY HARVESTED ENERGY

RECOMMENDATION FROM AMONG A MULTIPLICITY OF OPTIONS WITH REASONING USING GENERATIVE ARTIFICIAL INTELLIGENCE

AUTOMATIC PARENTAL CONTROL BASED ON AN IDENTIFIED AUDIENCE

EXPANDABLE ACCORDION-STYLE CABLE OVERMOLD FOR SECURE CONNECTION

CONTENT PRESENTATION USING AN EXPLOITATION-EXPLORATION PARADIGM

PROVING PHYSICAL POSSESSION OF INTERNET-OF-THINGS (IOT) DEVICES

ENERGY HARVESTING, AUTOMATIC RECHARGING, AND POWER CONSUMPTION REDUCTION FOR SMART HOME SENSORS, DEVICES, AND NETWORKS

TRANSCRIPTION KNOWLEDGE GRAPH

INTEREST-BASED CONVERSATIONAL RECOMMENDATION SYSTEM

DIALOGUE STATE TRACKING FOR VOICE ASSISTANTS

WEB-BASED CONTENT PRESENTATION VIA SMART TELEVISION DEVICE APPLICATION

TELEVISION UPGRADE

POWER SHARING FOR SMART DOORBELL HEAD AND CHIME CONTROLLER

PAIRWISE COMPARISON RATING TO REDUCE PRESENTATION BIAS IN CONTENT RECOMMENDATION

CONTENT ITEM RECOMMENDATIONS

USE OF WATERMARKING TO TRIGGER FINGERPRINT-RELATED ACTION

AUDIO DUPLICATION AND REDIRECTION SYSTEM

DISPLAYING MULTIMEDIA SEGMENTS IN A DISPLAY DEVICE

INTEREST BASED RECOMMENDATION SYSTEM

SECURE DEVICE ACCESS AND MODULE LOADING USING AUTHORIZATION TOKEN

SECURE PAYMENT USING A RADIO FREQUENCY IDENTIFICATION (RFID) ENABLED REMOTE CONTROL

AIR FILTER AND WIPER BLADES FOR REDUCING PARTICLE INSIDE ELECTRONIC DEVICES

RADIO FREQUENCY REMOTE CONTROL

DYNAMIC PRIVATE WI-FI CHANNEL SELECTION

DEVICE DISCOVERY ON A LOCAL NETWORK

DYNAMIC DOMAIN-ADAPTED AUTOMATIC SPEECH RECOGNITION SYSTEM

TAILORING AND CENSORING CONTENT BASED ON A DETECTED AUDIENCE

VOICE CONTROL DEVICE WITH PUSH-TO-TALK (PTT) AND MUTE CONTROLS

IDENTIFYING HIGH-ENGAGEMENT CONTENT ITEMS ON DIGITAL CONTENT PLATFORMS

FAST BOOT SYSTEM

DEMOGRAPHIC CLASSIFICATION OF MEDIA ACCOUNTS BASED ON MEDIA CONTENT DATA

INTELLIGENT DOWNLOAD OF CONTENT

AUTOMATICALLY DETERMINING AN OPTIMAL SUPPLEMENTAL CONTENT SPOT IN A MEDIA STREAM

AUDIO ENHANCEMENTS BASED ON VIDEO DETECTION

CANDIDATE RANKING FOR CONTENT RECOMMENDATION

KNOWLEDGE BASE ENTITY CLASSIFICATION