DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine. It can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers. It uses a model trained by machine learning techniques based on Baidu's Deep Speech research paper.
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