arXiv Open Access 2019

Speech Recognition With No Speech Or With Noisy Speech Beyond English

Gautam Krishna Co Tran Yan Han Mason Carnahan Ahmed H Tewfik

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Abstrak

In this paper we demonstrate continuous noisy speech recognition using connectionist temporal classification (CTC) model on limited Chinese vocabulary using electroencephalography (EEG) features with no speech signal as input and we further demonstrate single CTC model based continuous noisy speech recognition on limited joint English and Chinese vocabulary using EEG features with no speech signal as input. We demonstrate our results using various EEG feature sets recently introduced in [1] as well as we propose a new deep learning architecture in this paper which can perform continuous speech recognition using raw EEG signals on limited joint English and Chinese vocabulary.

Topik & Kata Kunci

eess.AS cs.LG cs.SD eess.SP stat.ML

Penulis (5)

Gautam Krishna

Co Tran

Yan Han

Mason Carnahan

Ahmed H Tewfik

Format Sitasi

APA MLA BibTeX

Krishna, G., Tran, C., Han, Y., Carnahan, M., Tewfik, A.H. (2019). Speech Recognition With No Speech Or With Noisy Speech Beyond English. https://arxiv.org/abs/1906.08045

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Informasi Jurnal

Tahun Terbit: 2019
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓