AI models built for edge deployment

Production-grade audio, vision, time-series, and language models built for resource-constrained devices and systems and ready to fit into your application.

Audio Models

Audio Models

Audio Models

Vision Models

Vision Models

Vision Models

Time-Series Models

Time-Series Models

Time-Series Models

Language Models

Language Models

Language Models

Modalities

Audio Models

Vision Models

Time-Series Models

Language Models

Modalities

Audio Models

Vision Models

Time-Series Models

Language Models

Audio Models

Audio Models

Voice recognition and audio enhancement for real-world environments

Generative Voice Enhancement for Mobile

Featured

Use deep learning to reduce environmental noise and isolate voice.

Smartphones, laptops, tablets, in-vehicle systems

Generative Voice Enhancement for Mobile

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Use deep learning to reduce environmental noise and isolate voice.

Smartphones, laptops, tablets, in-vehicle systems

Generative Voice Enhancement for Mobile

Featured

Use deep learning to reduce environmental noise and isolate voice.

Smartphones, laptops, tablets, in-vehicle systems

Generative Voice Enhancement for Mobile

Featured

Use deep learning to reduce environmental noise and isolate voice.

Smartphones, laptops, tablets, in-vehicle systems

Deep Noise Reduction for Voice AI

Featured

Use deep learning to reduce noise and improve voice clarity for voice recognition models.

Voice AI systems, smart appliances, AI toys, smart glasses

Deep Noise Reduction for Voice AI

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Use deep learning to reduce noise and improve voice clarity for voice recognition models.

Voice AI systems, smart appliances, AI toys, smart glasses

Deep Noise Reduction for Voice AI

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Use deep learning to reduce noise and improve voice clarity for voice recognition models.

Voice AI systems, smart appliances, AI toys, smart glasses

Deep Noise Reduction for Voice AI

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Use deep learning to reduce noise and improve voice clarity for voice recognition models.

Voice AI systems, smart appliances, AI toys, smart glasses

In-Domain ASR

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Recognizes speech optimized for an industry or vocabularies.

Voice assistants, automotive systems, and industry-specific applications

In-Domain ASR

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Recognizes speech optimized for an industry or vocabularies.

Voice assistants, automotive systems, and industry-specific applications

In-Domain ASR

Featured

Recognizes speech optimized for an industry or vocabularies.

Voice assistants, automotive systems, and industry-specific applications

In-Domain ASR

Featured

Recognizes speech optimized for an industry or vocabularies.

Voice assistants, automotive systems, and industry-specific applications

Deep Noise Reduction for Wearables

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Use deep learning to reduce environmental noise and isolate voice.

Headphones, TWS earbuds, smart glasses, communication devices

Deep Noise Reduction for Wearables

Featured

Use deep learning to reduce environmental noise and isolate voice.

Headphones, TWS earbuds, smart glasses, communication devices

Deep Noise Reduction for Wearables

Featured

Use deep learning to reduce environmental noise and isolate voice.

Headphones, TWS earbuds, smart glasses, communication devices

Deep Noise Reduction for Wearables

Featured

Use deep learning to reduce environmental noise and isolate voice.

Headphones, TWS earbuds, smart glasses, communication devices

Real-Time Vocal Removal

Isolate vocal and musical part of a song in real time.

Karaoke systems, party boxes, music production, audio editing

Real-Time Vocal Removal

Isolate vocal and musical part of a song in real time.

Karaoke systems, party boxes, music production, audio editing

Real-Time Vocal Removal

Isolate vocal and musical part of a song in real time.

Karaoke systems, party boxes, music production, audio editing

Real-Time Vocal Removal

Isolate vocal and musical part of a song in real time.

Karaoke systems, party boxes, music production, audio editing

Dialog Enhancement

Improves dialog clarity over background sounds for media.

TV, soundbars, home theater AVRs, smart speakers, and headphones/earbuds

Dialog Enhancement

Improves dialog clarity over background sounds for media.

TV, soundbars, home theater AVRs, smart speakers, and headphones/earbuds

Dialog Enhancement

Improves dialog clarity over background sounds for media.

TV, soundbars, home theater AVRs, smart speakers, and headphones/earbuds

Dialog Enhancement

Improves dialog clarity over background sounds for media.

TV, soundbars, home theater AVRs, smart speakers, and headphones/earbuds

Audio Event Detection

Detects specific sounds or events in audio streams.

Security systems, smart home monitoring, industrial safety

Audio Event Detection

Detects specific sounds or events in audio streams.

Security systems, smart home monitoring, industrial safety

Audio Event Detection

Detects specific sounds or events in audio streams.

Security systems, smart home monitoring, industrial safety

Audio Event Detection

Detects specific sounds or events in audio streams.

Security systems, smart home monitoring, industrial safety

Voice Activity Detection

Detects presence of voice in audio streams with 32ms window

Always-on voice assistants, battery-powered devices, audio preprocessing

Voice Activity Detection

Detects presence of voice in audio streams with 32ms window

Always-on voice assistants, battery-powered devices, audio preprocessing

Voice Activity Detection

Detects presence of voice in audio streams with 32ms window

Always-on voice assistants, battery-powered devices, audio preprocessing

Voice Activity Detection

Detects presence of voice in audio streams with 32ms window

Always-on voice assistants, battery-powered devices, audio preprocessing

Spoken Language Understanding

Voice control with flexible spoken commands

Voice assistants, wearables, smart home, automotive, and device for intent recognition

Spoken Language Understanding

Voice control with flexible spoken commands

Voice assistants, wearables, smart home, automotive, and device for intent recognition

Spoken Language Understanding

Voice control with flexible spoken commands

Voice assistants, wearables, smart home, automotive, and device for intent recognition

Spoken Language Understanding

Voice control with flexible spoken commands

Voice assistants, wearables, smart home, automotive, and device for intent recognition

Echo Cancellation

Reduces echo effects and noise in audio streams.

Video calls, conferencing systems, communication devices

Echo Cancellation

Reduces echo effects and noise in audio streams.

Video calls, conferencing systems, communication devices

Echo Cancellation

Reduces echo effects and noise in audio streams.

Video calls, conferencing systems, communication devices

Echo Cancellation

Reduces echo effects and noise in audio streams.

Video calls, conferencing systems, communication devices

Wake/Keyword Spotting

Detect specific words or phrases within an audio stream.

Voice assistants on phones, smart speakers, earbuds, and cars

Wake/Keyword Spotting

Detect specific words or phrases within an audio stream.

Voice assistants on phones, smart speakers, earbuds, and cars

Wake/Keyword Spotting

Detect specific words or phrases within an audio stream.

Voice assistants on phones, smart speakers, earbuds, and cars

Wake/Keyword Spotting

Detect specific words or phrases within an audio stream.

Voice assistants on phones, smart speakers, earbuds, and cars

Vision Models

Vision Models

Image understanding optimized for edge deployment

Image understanding optimized for edge deployment

VLM for Security Camera

Featured

Behavior recognition, captioning, and threat analysis for video streams in real time.

Security monitoring, smart home automation, surveillance systems

VLM for Security Camera

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Behavior recognition, captioning, and threat analysis for video streams in real time.

Security monitoring, smart home automation, surveillance systems

VLM for Security Camera

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Behavior recognition, captioning, and threat analysis for video streams in real time.

Security monitoring, smart home automation, surveillance systems

VLM for Security Camera

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Behavior recognition, captioning, and threat analysis for video streams in real time.

Security monitoring, smart home automation, surveillance systems

Defect Detection

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Detect defect for quality control in manufacturing.

Quality inspection, manufacturing automation, industrial monitoring

Defect Detection

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Detect defect for quality control in manufacturing.

Quality inspection, manufacturing automation, industrial monitoring

Defect Detection

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Detect defect for quality control in manufacturing.

Quality inspection, manufacturing automation, industrial monitoring

Defect Detection

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Detect defect for quality control in manufacturing.

Quality inspection, manufacturing automation, industrial monitoring

Face Detection & Recognition

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Register, detect, and recognize users for secure access.

Home/Office security, access control, profile switcher, smart appliances

Face Detection & Recognition

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Register, detect, and recognize users for secure access.

Home/Office security, access control, profile switcher, smart appliances

Face Detection & Recognition

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Register, detect, and recognize users for secure access.

Home/Office security, access control, profile switcher, smart appliances

Face Detection & Recognition

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Register, detect, and recognize users for secure access.

Home/Office security, access control, profile switcher, smart appliances

People Tracking

Tracks people's movement in video streams.

PTZ cameras, smart home monitoring, retail analytics

People Tracking

Tracks people's movement in video streams.

PTZ cameras, smart home monitoring, retail analytics

People Tracking

Tracks people's movement in video streams.

PTZ cameras, smart home monitoring, retail analytics

People Tracking

Tracks people's movement in video streams.

PTZ cameras, smart home monitoring, retail analytics

Object Detection

Detect various objects in an image (people, pets, packages, fish and more).

Smart home security, agriculture, package detection

Object Detection

Detect various objects in an image (people, pets, packages, fish and more).

Smart home security, agriculture, package detection

Object Detection

Detect various objects in an image (people, pets, packages, fish and more).

Smart home security, agriculture, package detection

Object Detection

Detect various objects in an image (people, pets, packages, fish and more).

Smart home security, agriculture, package detection

Full Liquid Detection

Detects when containers are full in video streams.

Coffee machines, beverage dispensers, automated filling systems

Full Liquid Detection

Detects when containers are full in video streams.

Coffee machines, beverage dispensers, automated filling systems

Full Liquid Detection

Detects when containers are full in video streams.

Coffee machines, beverage dispensers, automated filling systems

Full Liquid Detection

Detects when containers are full in video streams.

Coffee machines, beverage dispensers, automated filling systems

Super Resolution

Enhances image quality by generating high-resolution details.

Video streaming, gaming, image enhancement applications

Super Resolution

Enhances image quality by generating high-resolution details.

Video streaming, gaming, image enhancement applications

Super Resolution

Enhances image quality by generating high-resolution details.

Video streaming, gaming, image enhancement applications

Super Resolution

Enhances image quality by generating high-resolution details.

Video streaming, gaming, image enhancement applications

Visual Wake Word

Detects specific visual cues in video streams.

Smart home cameras, security monitoring, visual activation systems

Visual Wake Word

Detects specific visual cues in video streams.

Smart home cameras, security monitoring, visual activation systems

Visual Wake Word

Detects specific visual cues in video streams.

Smart home cameras, security monitoring, visual activation systems

Visual Wake Word

Detects specific visual cues in video streams.

Smart home cameras, security monitoring, visual activation systems

License Plate Recognition

Reads license plate numbers from camera feeds.

Security cameras, gate control, parking management

License Plate Recognition

Reads license plate numbers from camera feeds.

Security cameras, gate control, parking management

License Plate Recognition

Reads license plate numbers from camera feeds.

Security cameras, gate control, parking management

License Plate Recognition

Reads license plate numbers from camera feeds.

Security cameras, gate control, parking management

Language Models

Language Models

On-device natural language processing

On-device natural language processing

Document Parsing & Understanding

Featured

Parse unstructured documents into JSON or markdown.

Invoice processing, form automation, data extraction

Document Parsing & Understanding

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Parse unstructured documents into JSON or markdown.

Invoice processing, form automation, data extraction

Document Parsing & Understanding

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Parse unstructured documents into JSON or markdown.

Invoice processing, form automation, data extraction

Document Parsing & Understanding

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Parse unstructured documents into JSON or markdown.

Invoice processing, form automation, data extraction

Enterprise RAG / AI Agents

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Enterprise AI agent for answering questions and completing tasks.

Mobile & PC apps, and enterprise assistants/chatbots

Enterprise RAG / AI Agents

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Enterprise AI agent for answering questions and completing tasks.

Mobile & PC apps, and enterprise assistants/chatbots

Enterprise RAG / AI Agents

Featured

Enterprise AI agent for answering questions and completing tasks.

Mobile & PC apps, and enterprise assistants/chatbots

Enterprise RAG / AI Agents

Featured

Enterprise AI agent for answering questions and completing tasks.

Mobile & PC apps, and enterprise assistants/chatbots

Deep Intent Understanding

Classify intents and extract key entities from complex natural language queries.

Voice assistants, smart home control, automotive systems, IoT devices

Deep Intent Understanding

Classify intents and extract key entities from complex natural language queries.

Voice assistants, smart home control, automotive systems, IoT devices

Deep Intent Understanding

Classify intents and extract key entities from complex natural language queries.

Voice assistants, smart home control, automotive systems, IoT devices

Deep Intent Understanding

Classify intents and extract key entities from complex natural language queries.

Voice assistants, smart home control, automotive systems, IoT devices