What are Gated Recurrent Units (GRUs)?

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 ... Authors. Menoua Keshishian, Samuel Norman-Haignere, Nima Mesgarani. Abstract. Natural signals such as speech are hierarchically structured across many ... Dec 8, 2019 ... Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. Dec 16, 2015 ... Whereas older voice-recognition systems include many handcrafted components to aid audio processing and transcription, the Baidu system learned ... 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 ... Recommendations · Whispered Speech Recognition Using Deep Denoising Autoencoder and Inverse Filtering · Deep voice 2: multi-speaker neural text-to-speech · Deep ... Nov 27, 2022 ... It appears that DeepSpeech is no longer maintained although there is no explicit message to users. However, both current and new users are ... DeepSpeech ... DeepSpeech architecture introduced in Deep Speech: Scaling up end-to-end speech recognition [Hannun et al., 2014]. Parameters: n_feature – ... Deep Speech. Deep Speech, also known as Undercommon, is a trade language spoken by the majority of intelligent races native to the Underdark. Speakers ... Sep 17, 2023 ... Mozilla's DeepSpeech is an open-source automatic speech recognition (ASR) system that aims to convert spoken language into written text using ...