How can Deep Speech models be made more resilient to adversarial attacks?

Apr 12, 2021 ... Mozilla plans to cease development and maintenance of DeepSpeech as the company transitions into an advisory role, which will include the launch of a grant ... DeepSpeech, unlike the offerings of Alexa or Google Assistant SDK, runs on-device without requiring any kind of fancy backend or internet connectivity. Dec 27, 2018 ... One big gotcha is VAD, it seems to slice audio files too finely, resulting in plentiful misspelled words and bad results, whereas feeding the ... trained on clean speech signals as a deep speech model for speech enhancement [10]–[13]. In a semi-supervised speech separation method called multichannel ... Dec 17, 2014 ... We present a state-of-the-art speech recognition system developed using end-to-end deep learning. Our architecture is significantly simpler than traditional ... Difficulty ... Deep Speech is the language of aberrations, an alien form of communication originating in the Far Realms. When written by mortals it used the ... We propose a time-domain articulatory synthesis methodology and demonstrate its efficacy with both electromagnetic articulography (EMA) and synthetic ... Spoken by ... Deep Speech is a language that was brought to the world of Eberron by the daelkyr upon their incursion during the Daelkyr War. It is spoken by many ... Feb 26, 2021 ... My adventure running DeepSpeech on Windows. It's a great project in a dire need of documentation, samples, and explanation for how and why to get things ... Training on a dataset of about 50 hours of telephone speech, which was part Switchboard and partly collected in-house, we got an error rate of about 80% with ...