How can data augmentation improve the robustness of Deep Speech models?

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 ... DeepSpeech is an open-source speech recognition engine developed by Mozilla, based on a neural network architecture first published by Baidu. It's an "end-to- ... We present a state-of-the-art speech recognition system developed using end-to-end deep learning. Our architecture is significantly simpler than traditional ... Jun 21, 2020 ... Top 15 Open Source Speech Recognition/TTS/STT/ Systems. There has been many open source speech recognition, TTS, STT and ASR libraries developed ... Dec 17, 2014 ... Our system, called Deep Speech, outperforms previously published results on the widely studied Switchboard Hub5'00, achieving 16.0% error on the ... Jun 12, 2017 ... Deep Speech is a pretty exotic language. You'll mostly find it spoken in the Underdark, but it's not (natively) spoken by any creatures that ... Dec 16, 2015 ... Whereas older voice-recognition systems include many handcrafted components to aid audio processing and transcription, the Baidu system learned ... DeepSpeech is a tool for automatically transcribing spoken audio. DeepSpeech takes digital audio as input and returns a “most likely” text transcript of that ... Jan 23, 2023 ... Bibliographic details on Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin. Jun 27, 2023 ... This study offers a comprehensive account of the unfolding neural responses during fully natural, unbounded daily conversations. By leveraging a ...