Schlagwort: Keyword Spotting
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Controlling a power strip with a keyword spotting model and the Nicla Voice
Reading Time: 2 minutesAs Jallson Suryo discusses in his project, adding voice controls to our appliances typically involves an internet connection and a smart assistant device such as Amazon Alexa or Google Assistant. This means extra latency, security concerns, and increased expenses due to the additional hardware and bandwidth requirements. This is why he created a…
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Small-footprint keyword spotting for low-resource languages with the Nicla Voice
Reading Time: 2 minutesSpeech recognition is everywhere these days, yet some languages, such as Shakhizat Nurgaliyev and Askat Kuzdeuov’s native Kazakh, lack sufficiently large public datasets for training keyword spotting models. To make up for this disparity, the duo explored generating synthetic datasets using a neural text-to-speech system called Piper, and then extracting speech commands from the audio with…
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Controlling a bionic hand with tinyML keyword spotting
Reading Time: 2 minutesArduino Team — August 31st, 2022 Traditional methods of sending movement commands to prosthetic devices often include electromyography (reading electrical signals from muscles) or simple Bluetooth modules. But in this project, Ex Machina has developed an alternative strategy that enables users to utilize voice commands and perform various gestures accordingly. The hand itself was made…
