Speech Recognition with No Speech or with Noisy Speech

Gautam Krishna; Co Tran; Jianguo Yu; Ahmed H. Tewfik

ICASSP 2019accepted0 citations

Speech Recognition with No Speech or with Noisy Speech

Gautam Krishna, Co Tran, Jianguo Yu, Ahmed H. Tewfik

Abstract

The performance of automatic speech recognition systems(ASR) degrades in the presence of noisy speech. This paper demonstrates that using electroencephalography (EEG) can help automatic speech recognition systems overcome performance loss in the presence of noise. The paper also shows that distillation training of automatic speech recognition systems using EEG features will increase their performance. Finally, we demonstrate the ability to recognize words from EEG with no speech signal on a limited English vocabulary with high accuracy.

BibTeX

@inproceedings{icassp2019_speechrecognitio,
  title = {Speech Recognition with No Speech or with Noisy Speech},
  author = {Gautam Krishna and Co Tran and Jianguo Yu and Ahmed H. Tewfik},
  booktitle = {ICASSP 2019},
  year = {2019}
}