Advancing Speech Recognition With No Speech Or With Noisy Speech

June 17, 2019 · Declared Dead · 🏛 European Signal Processing Conference

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Authors Gautam Krishna, Co Tran, Mason Carnahan, Ahmed H Tewfik arXiv ID 1906.08871 Category eess.AS: Audio & Speech Cross-listed cs.CL, cs.LG, cs.SD, stat.ML Citations 52 Venue European Signal Processing Conference Last Checked 2 months ago
Abstract
In this paper we demonstrate end-to-end continuous speech recognition (CSR) using electroencephalography (EEG) signals with no speech signal as input. An attention model based automatic speech recognition (ASR) and connectionist temporal classification (CTC) based ASR systems were implemented for performing recognition. We further demonstrate CSR for noisy speech by fusing with EEG features.
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