Voice recognition on Cortex-M

Keyword spotting on Cortex-M

Achieve high-accuracy keyword spotting on Cortex-M processors.

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Build a voice assistant with Google TensorFlow Lite

Perform ML inference on a Cortex-M7 based STM32F7 discovery board, using TensorFlow Lite for Microcontrollers.

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Micro speech with TensorFlow

Use TensorFlow Lite for Microcontrollers to run a neural network model to recognize keywords in speech.

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AI on Adafruit EdgeBadge

Learn to do speech recognition using TensorFlow models with the Adafruit EdgeBadge.

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Build noise-immune speech interfaces

See how BabbleLabs has taken its deep learning speech technology to build a new configuration and runtime software solution for optimized speech interfaces.

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Build an audio recognition system with Edge Impulse

Learn how to collect audio data from microphones, use signal processing to extract information, train a deep neural network and deploy the system to an embedded device – using an Arm Cortex-M4 based board and Edge Impulse.

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Voice recognition on Cortex-A

Rhasspy voice assistant on MATRIX

Use the MATRIX Creator to enable voice recognition with the Rhasspy offline voice assistant and a Docker image.

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Google AI Cloud and Raspberry Pi dog mood detector

Use Google AI Cloud to create a model to categorize dog sounds, then run the model on an Arm-based Raspberry Pi to listen for dog sounds and identify them.

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Build embedded voice-based devices with Picovoice

Use the Picovoice platform to build voice interfaces on a Raspberry Pi and a Cortex-M4 based device.

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Deploy cloud-based ML for speech transcription

Set up client-server speech transcription running on cloud-hosted Arm servers.

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Community Blogs

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The IoT Architect's Practical Guide to Security

Follow a working example of IoT security using a smart door lock. Learn how the Platform Security Architecture (PSA) framework provides a practical way to design-in security to connected devices.

5 months ago by Brian.
4
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Making automation work for you: Managing 1 trillion connections

The basic premise of IoT is easily understood: devices are deployed and connected for a huge range of use cases, like gathering business-critical data, managing access to rooms and tracking goods.

6 months ago by Niall Strachan
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What OEMs Really Think About eSIM and iSIM

In this blog Arm asks representatives from across the IoT ecosystem about their views on eSIM and iSIM. Read on for feedback from the OEMs.

9 months ago by Oxana Latypova
1
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Arduino's Partner in IoT Connectivity

Arduino launches the new Arduino SIM, a cellular connectivity service that provides IoT device developers with simplified cellular connectivity.

1 years ago by Jennifer Sillars
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Unlocking new smart metering opportunities with eSIM

This blog explores the opportunities for cellular technology to enable connectivity for smart meters, along with some of the hurdles to overcome and the offering from Arm Kigen SIM solutions.

1 years ago by Jean-Philippe Betoin
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Accelerating innovation: Enabling IIoT at the device edge with Machbase and…

Learn how Machbase’s Arm-based technology is transforming the future of IIoT with advanced edge compute in an interview with Machbase CEO Andrew Kim.

1 years ago by Chris Shore

Community Forums

Answered Cortex A53 Bare metal booting have FIQ exception. How to debug?
  • Cortex-A53
  • CoreSight Architecture
  • Baremetal
 0 votes 39 views 1 replies Latest 7 hours ago by Ben Chen Answer this
Suggested answer Speculative data fetching on ARMv7-M
  • Armv7-M
  • Cache
 0 votes 105 views 1 replies Latest 10 hours ago by Eric Zhang Answer this
Suggested answer strobe 0 votes 5089 views 2 replies Latest 10 hours ago by Ravi V. Answer this
Suggested answer Can not configure RCC by using HSE as system clock source 0 votes 107 views 1 replies Latest yesterday by Andy Neil Answer this
Answered Cortex A53 Bare metal booting have FIQ exception. How to debug? Latest 7 hours ago by Ben Chen 1 replies 39 views
Suggested answer Speculative data fetching on ARMv7-M Latest 10 hours ago by Eric Zhang 1 replies 105 views
Suggested answer strobe Latest 10 hours ago by Ravi V. 2 replies 5089 views
Suggested answer Can not configure RCC by using HSE as system clock source Latest yesterday by Andy Neil 1 replies 107 views