Speech synthesis from ECoG using densely connected 3D convolutional neural networks

Miguel Angrick; Christian Herff; Emily M. Mugler; Matthew C. Tate; Marc W. Slutzky; Dean J. Krusienski; Tanja Schultz

doi:10.1088/1741-2552/ab0c59

ScienceGate Book Chapters

JOURNAL ARTICLE

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

Miguel Angrick Christian Herff Emily M. Mugler Matthew C. Tate Marc W. Slutzky Dean J. Krusienski Tanja Schultz

Year: 2019 Journal: Journal of Neural Engineering Vol: 16 (3)Pages: 036019-036019 Publisher: IOP Publishing

DOI: 10.1088/1741-2552/ab0c59

Get Full-Text PDF Get Analytical Report

Abstract

To the best of our knowledge, this is the first time that high-quality speech has been reconstructed from neural recordings during speech production using deep neural networks.

Keywords:

Computer science Spectrogram Convolutional neural network Speech recognition Speech production Artificial neural network Waveform Decoding methods Speech synthesis Artificial intelligence Time delay neural network Pattern recognition (psychology) Algorithm Telecommunications

Metrics

213

Cited By

15.38

FWCI (Field Weighted Citation Impact)

Refs

0.99

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Speech Recognition and Synthesis

Physical Sciences → Computer Science → Artificial Intelligence

Blind Source Separation Techniques

Physical Sciences → Computer Science → Signal Processing

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

Abstract

Metrics

Citation History

Topics

Related Documents

Efficient densely connected convolutional neural networks

Real time speech enhancement using densely connected neural networks and Squeezed temporal convolutional modules

Dynamic connection pruning for densely connected convolutional neural networks

Speech densely connected convolutional networks for small-footprint keyword spotting

Image Demosaicking Using Densely Connected Convolutional Neural Network