All items tagged with machine learning (111)

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.

NXP Speeds Development for Voice Applications with Voice Intelligent Technology and New Training Tools

April 7, 2022 by audioXpress Staff

NXP Speeds Development for Voice Applications with Voice Intelligent Technology and New Training Tools

NXP Semiconductors has announced Voice Intelligent Technology (VIT), a comprehensive, local voice control software package with online training tools, free for developers and manufacturers, regardless of end application production volumes. Based on advanced deep learning, VIT is a ready-to-use library that provides a far-field audio front end supporting up to three microphones, an always-on wake word engine, and a voice command engine. NXP’s free online tools supports custom wake words and voice commands, using simple text entry and without the need for voice recordings.

Apple Unveils New Creative Platform Mac Studio

March 8, 2022 by audioXpress Staff

Apple Unveils New Creative Platform Mac Studio

Everyone knew it was coming, but hardly anyone guessed the form factor. Evolving directly from the popular Mac mini M1 and the iMac 24" M1, Apple introduced the ultimate desktop computer for creative work. The all-new Mac Studio and Studio Display are perfect at the core of any studio and are a scalable solution that starts within reasonable prices, considering the power of even the lowest level M1 Max silicon and the immense power of the newest M1 Ultra chips. Unprecedented performance and extensive connectivity in an incredibly compact design, combine with a 27-inch 5K Retina screen with a great audio system.

Waves Launches Real-Time Noise Reduction Plugin for Voice

March 8, 2022 by Joao Martins

Waves Launches Real-Time Noise Reduction Plugin for Voice

Waves Audio offers some of the world's leading professional audio signal processing technologies and plugins, but it's hard to notice how different or good these tools actually are, since Waves basically only highlights the discounts, even when it's something completely new. Among the recent announcements, Waves launched Clarity Vx Pro and Clarity Vx, two real-time noise removal plugins for voice and dialogue, powered by the company's AI audio technology, Waves Neural Networks.

SuperFlash memBrain Memory Solution Helps Solve Speech Processing Challenges at the Edge

March 1, 2022 by audioXpress Staff

SuperFlash memBrain Memory Solution Helps Solve Speech Processing Challenges at the Edge

Microchip's Silicon Storage Technology (SST) subsidiary announced that its SuperFlash memBrain neuromorphic memory solution has helped WITINMEM solve speech processing challenges at the edge. The company's new neural processing, computing-in-memory SoC is the first in volume production that enables sub-mA systems to reduce speech noise and recognize hundreds of command words, in real time and immediately after power-up.

Aspinity AML100 Analog Machine Learning Chip Redefines Always-on Power Efficiency for Voice Applications

February 23, 2022 by Cristina Costa

Aspinity AML100 Analog Machine Learning Chip Redefines Always-on Power Efficiency for Voice Applications

Aspinity launched the first member of its analogML family, the AML100, which is the industry’s first and only tiny machine learning (ML) solution operating completely within the analog domain. As such, the AML100 reduces always-on system power by 95%, allowing manufacturers to dramatically extend the battery life of devices and migrate walled powered always-on devices to battery - opening whole new classes of products for voice-first and smart home systems.

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.

The Audio Engineering Society Welcomes Josh Reiss as President for 2022

January 11, 2022 by Audio Engineering_Society

The Audio Engineering Society Welcomes Josh Reiss as President for 2022

The Audio Engineering Society welcomes Josh Reiss as the Society’s president for 2022. Reiss, whose term of service began on January 1, has garnered honors and accolades for his work with the AES and beyond, through his numerous published research papers, as well as through his many roles in helping advance the Society via events and education.

Sensory Introduces SensoryCloud.ai Cloud-Based Voice and Vision AI Services

January 5, 2022 by Cristina Costa

Sensory Introduces SensoryCloud.ai Cloud-Based Voice and Vision AI Services

Sensory, the Silicon Valley innovator of machine learning solutions for speech recognition and biometric identification, currently leading in edge AI voice implementation efforts is now extending its reach to the cloud. With its new SensoryCloud.ai platform, the company is offering a hybrid edge and cloud solution that puts brands and manufacturers in control of their AI deployments. Sensory will be providing demos of SensoryCloud AI services at CES 2022.

December 7, 2021 by audioXpress Staff

RISC-V International Ratifies 15 New Specifications Opening Up New Possibilities for RISC-V Designs

RISC-V is bringing together different companies and industries, combining a modular technical approach with an open license business model for the RISC-V Instruction Set Architecture (ISA). RISC-V International, the global non-profit open hardware standards organization, incorporated in Switzerland, just announced a new set of specifications that will be key for advanced audio applications using machine learning (ML).

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