All items tagged with product development and neural networks (15)

Orosound Labs Innovation Division Accelerates AI-Enabled Hearables

January 5, 2024 by Joao Martins

Orosound Labs Innovation Division Accelerates AI-Enabled Hearables

Orosound, a company with patented signal processing and noise-canceling technologies, has unveiled Orosound Labs, its advanced innovation division that has operated sub rosa for the last couple of years. As the company stands at the forefront of AI-enabled active noise cancellation and reduction technologies that are ready to be embedded in consumer brand products, Orosound Labs is committed to empowering partners with a faster and more reliable way to introduce hearables with unique AI features to the market.

GreenWaves Showcases World's First AI-Based Audio Solutions for the GAP9 Application Processor at CES 2024

December 19, 2023 by Joao Martins

GreenWaves Showcases World's First AI-Based Audio Solutions for the GAP9 Application Processor at CES 2024

GreenWaves Technologies will be at CES 2024 with an interesting showcase of AI for audio applications. The company's GAP9 advanced AI processor is in volume production, and GreenWaves will be able to show several solutions that are enabling market leading hearable products. Demonstrations include audio advanced source separation models, and active noise cancellation with neural network based acoustic scene detection, as well as immersive 3D sound.

Ambiq Removes Noise in Real-Time with Speech Enhancement AI for Connected Applications

August 29, 2023 by Joao Martins

Ambiq Removes Noise in Real-Time with Speech Enhancement AI for Connected Applications

Ambiq introduced the Neural Network Speech Enhancer (NNSE), the latest addition to its neuralSPOT's Model Zoo - a highly optimized AI model that effectively removes background noise from speech on the device in real-time, allowing clean speech capture in noisy environments. As with all Ambiq Model Zoo components, NNSE includes scripts and tools to help developers add speech de-noising capabilities to their applications.

CEVA Doubles Down on Generative AI with Enhanced NeuPro-M NPU IP Family

August 18, 2023 by audioXpress Staff

CEVA Doubles Down on Generative AI with Enhanced NeuPro-M NPU IP Family

CEVA announced its enhanced NeuPro-M NPU family, directly addressing the processing needs of the next era of Generative AI with industry-leading performance and power efficiency for any AI inferencing workload, from cloud to the edge. The new NeuPro-M processor family delivers an industry leading 350 TOPS/Watt to bring the power of generative AI to any application, including for consumer and mobile markets, with exceptional cost and power efficiency.

STMicroelectronics Unveils World’s First MCU Edge-AI Developer Cloud

February 2, 2023 by Cristina Costa

STMicroelectronics Unveils World’s First MCU Edge-AI Developer Cloud

STMicroelectronics continues to expand its solutions for embedded AI developers and data scientists with a new, industry-first set of tools and services to get edge AI technology on the market faster and with less complexity by aiding hardware and software decision-making. The STM32Cube.AI Developer Cloud opens access to an extensive suite of online development tools built around the industry-leading STM32 family of microcontrollers (MCUs). Benefits include access to online service to benchmark edge-AI models on STM32 boards.

Voice Control for Low Power Microcontrollers

November 3, 2022 by Ido Gus

Voice Control for Low Power Microcontrollers

Ido Gus, Deep Learning Senior Team Leader at CEVA’s Sensor and Audio Business Unit, writes about voice control deployment on low power and resource constrained microcontroller-units (MCUs). The article discusses what to consider for the development of products using voice as a primary human interface, and how speech recognition models using AI technology can support a wide variety of use cases and languages, without compromising on power requirements.

On the Edge: TinyML and Voice Recognition Technology Are Transforming Industries

May 5, 2022 by Vikrant Singh Tomar

On the Edge: TinyML and Voice Recognition Technology Are Transforming Industries

Rising demand for portable, light footprint voice recognition devices is fueling a growth of the tiny machine learning (TinyML) field. Offering a broader, high-level discussion specifically focused on voice recognition, Vikrant Singh Tomar, the founder and Chief Technology Officer of Fluent.ai, explains the impact for embedded voice and the overall audio industry. This article was originally published in audioXpress, February 2022.

February 22, 2022 by audioXpress Staff

STMicroelectronics Intelligent Sensor Processing Unit Integrates DSP into MEMS Sensors

STMicroelectronics, a global semiconductor company that is also a top manufacturer of Micro-Electro-Mechanical Systems (MEMS), announced the launch of its new Intelligent Sensor Processing Unit (ISPU) that combines a Digital Signal Processor (DSP) suited to run AI algorithms and MEMS sensor on the same silicon. By combining signal processing and AI algorithms onto MEMS sensors, ST enables standalone devices that are able to sense, process, and take action, while substantially saving space and power.

Cadence Announces New Tensilica HiFi 1 DSP Optimized for Bluetooth LE Audio True Wireless Devices

October 29, 2021 by audioXpress Staff

Cadence Announces New Tensilica HiFi 1 DSP Optimized for Bluetooth LE Audio True Wireless Devices

Cadence Design Systems announced the new Cadence Tensilica HiFi 1 DSP, delivering increased voice- and music-processing performance with optimal neural network capability in a compact footprint with ultra-low energy, improving the user experience and extending battery life. The Tensilica HiFi 1 DSP is now the smallest and lowest power member of the HiFi DSP family, developed for battery-constrained applications, such as mobile, hearables, wearables, automotive, and connected devices.

CEVA Partners With Fluent.ai to Offer Multilingual Speech Support on Edge Devices

September 16, 2020 by audioXpress Staff

CEVA Partners With Fluent.ai to Offer Multilingual Speech Support on Edge Devices

CEVA and Fluent.ai, a leading provider of on-device, multilingual speech understanding solutions, announced a partnership to offer ultra-low power speech-to-intent solutions for intelligent edge devices. Fluent.ai’s suite of speech-to-intent technologies has been ported and optimized for CEVA’s low power audio and sensor hub DSPs, providing a high performance, robust solution for OEMs and ODMs looking to integrate intelligent voice activation and control into their wearables, consumer devices and IoT products.

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