All items tagged with machine learning (127)

Ambiq Introduces AI-Powered Speech Enhancement Platform for Hearables

February 19, 2025 by Joao Martins

Ambiq Introduces AI-Powered Speech Enhancement Platform for Hearables

The number of audio signal processing applications leveraging artificial intelligence (AI) and machine learning running on ultra-low-power, on-device (edge AI) designs is growing fast for consumer, health, and medical applications. Ambiq has introduced a new solution targeting over-the-counter (OTC) hearing aids and hearables that implements AI-powered speech enhancement technology using its latest Apollo510 microcontroller (MCU).

AudioSourceRE Updates DeMIX Pro with New Speech Separation Model

February 18, 2025 by Joao Martins

AudioSourceRE Updates DeMIX Pro with New Speech Separation Model

AudioSourceRE, the company behind the most powerful AI-powered, high-quality audio separation technology currently available, is once again redefining what's possible with the release of DeMIX Pro v6.1. Expanding from musical applications, the update introduces a powerful new Speech Separation module, alongside enhanced residual track processing, delivering new possibilities for music, broadcasting, and film production.

Silicon Labs Introduces BG22L and BG24L "Lite" Bluetooth LE SoCs

January 31, 2025 by audioXpress Staff

Silicon Labs Introduces BG22L and BG24L "Lite" Bluetooth LE SoCs

Silicon Labs introduced the BG22L and BG24L SoCs for Bluetooth LE connectivity, with "L" representing the new application-optimized Lite devices. These new ultra-low power Bluetooth devices are optimized for applications like asset tracking tags, remote control, and small appliances. The BG22L delivers robust security and processing for common Bluetooth devices, while BG24L supports advanced AI/ML acceleration and Channel Sounding.

Upgraded Sensor Board from STMicroelectronics Accelerates Plug-and-Play Evaluation with ST MEMS Studio

January 28, 2025 by Cristina Costa

Upgraded Sensor Board from STMicroelectronics Accelerates Plug-and-Play Evaluation with ST MEMS Studio

Developing context-aware applications with MEMS sensors is faster, more powerful, and more flexible with ST’s latest-generation sensor evaluation board, the STEVAL-MKI109D. Now upgraded with an STM32H5 microcontroller, USB-C connector, and extra digital interfaces including I3C for flexible communication, the new board lets users quickly evaluate sensors and confidently handle demanding projects with a convenient, graphical development environment.

CES 2025: An Automotive Audio Perspective

January 23, 2025 by Roger Shively

CES 2025: An Automotive Audio Perspective

Roger Shively shares his Automotive Audio perspective of CES 2025. An evolutionary year, more tempered after the explosive nature of the software-defined vehicle becoming reality last year. Narrow and Deep AI, Machine Learning, and Generative AI had their roles in developing and maintaining most of the software and platforms for automotive audio at CES 2025. The “Ploughman's Lunch” of Automotive Audio, Shively was going to call his chronicle from the automotive-filled West Hall and the Beach Lot across the street.

STMicroelectronics NPU-Accelerated STM32 Microcontrollers Boost Edge AI Development

December 13, 2024 by Cristina Costa

STMicroelectronics NPU-Accelerated STM32 Microcontrollers Boost Edge AI Development

STMicroelectronics is making embedded artificial intelligence (AI) on-device widely available with its new STM32 microcontroller series. These new NPU-accelerated microcontrollers, which have been available to selected companies since October 2023 and are now available in high volumes, integrate accelerated machine-learning (ML) capabilities for the first time. This makes it possible to run computer vision, audio processing, sound analysis and more directly in low-power, cost-sensitive products.

Alif Semiconductor Now Sampling BLE and Matter Wireless Microcontroller with Neural Co-Processor for AI/ML Workloads

November 7, 2024 by Cristina Costa

Alif Semiconductor Now Sampling BLE and Matter Wireless Microcontroller with Neural Co-Processor for AI/ML Workloads

The Balletto Bluetooth MCU family was announced by Alif Semiconductor in April 2024, and the company is now sampling its development kit, the DK-B1, to enable rapid prototyping of products that require ultra-low power Bluetooth Low Energy or 802.15.4 wireless connectivity. The MCU is also the world's first BLE/Matter solution to feature a DSP engine and an NPU for efficient hardware acceleration of AI/ML workloads.

Ceva and Edge Impulse Join Forces to Enable Faster Development of Edge AI Applications

September 24, 2024 by audioXpress Staff

Ceva and Edge Impulse Join Forces to Enable Faster Development of Edge AI Applications

Ceva and Edge Impulse announced a collaboration to rapidly develop, train and deploy advanced embedded machine learning (ML) applications on Ceva's neural processing units with cycle-accurate performance, even before physical hardware is available. This first-of-its-kind collaboration based around Ceva's NPU IP ensures that developers can accurately benchmark and refine the performance of their edge AI models using Edge Impulse's platform, significantly accelerating the time-to-market.

Cadence Tensilica HiFi 5 DSPs Power NXP's Next-Gen Audio DSP Family

September 19, 2024 by audioXpress Staff

Cadence Tensilica HiFi 5 DSPs Power NXP's Next-Gen Audio DSP Family

Cadence's Tensilica HiFi 5 Digital Signal Processors (DSPs) are a key component in NXP Semiconductors' latest SAF9xxx family of automotive audio DSPs, enabling advanced audio capabilities for next-generation software-defined vehicles. According to Cadence, this development is a significant achievement for the automotive industry, addressing the growing need for sophisticated audio processing to support traditional DSP tasks, artificial intelligence, and machine learning (AI/ML) applications.

Particle Unveils Tachyon, a Qualcomm Snapdragon-Powered, 5G, AI-Enabled Single-Board Computer

July 31, 2024 by Joao Martins

Particle Unveils Tachyon, a Qualcomm Snapdragon-Powered, 5G, AI-Enabled Single-Board Computer

Particle, a company from San Francisco focused on edge-to-cloud connectivity and platforms, has launched Tachyon, its first Qualcomm Snapdragon-powered single-board computer (SBC), comprising a powerful NPU for AI/ML workloads, built-in high-bandwidth cellular 5G and Wi-Fi 6E connectivity, and a Linux-powered Ubuntu operating system. The board is now available for pre-order on Kickstarter starting at $149.

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