Advancing Speech Recognition With No Speech Or With Noisy Speech

2019-06-17 · Gautam Krishna, Co Tran, Mason Carnahan, Ahmed H. Tewfik

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.

📄 PDF Abstract BibTeX arXiv:1906.08871

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Automatic Speech RecognitionAutomatic Speech Recognition (ASR)EEGElectroencephalogram (EEG)General Classification speech-recognition Speech Recognition

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