DeepSpeech is an embedded speech-to-text engine that runs offline and on-device in real time, from Raspberry Pi 4 to GPU servers. It uses machine learning techniques based on Baidu’s Deep Speech research paper and implements the model using TensorFlow to enable offline speech recognition without internet connectivity.