37 citations · 37 across the 3 of their papers we have counts for
4 papers
Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion
Zhao Ren, Kevin Scheck, Qinhan Hou +3
Electromyography-to-Speech (ETS) conversion has demonstrated its potential for silent speech interfaces by generating audible speech from Electromyography (EMG) signals during sile…
Investigations on End-to-End Audiovisual Fusion
Michael Wand, Ngoc Thang Vu, Juergen Schmidhuber
Audiovisual speech recognition (AVSR) is a method to alleviate the adverse effect of noise in the acoustic signal. Leveraging recent developments in deep neural network-based speec…
Improving Speaker-Independent Lipreading with Domain-Adversarial Training
Michael Wand, Juergen Schmidhuber
We present a Lipreading system, i.e. a speech recognition system using only visual features, which uses domain-adversarial training for speaker independence. Domain-adversarial tra…
Lipreading with Long Short-Term Memory
Michael Wand, Jan Koutník, Jürgen Schmidhuber
Lipreading, i.e. speech recognition from visual-only recordings of a speaker's face, can be achieved with a processing pipeline based solely on neural networks, yielding significan…