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Silent speech interfaces for speech restoration: A review
This review summarises the status of silent speech interface (SSI) research. SSIs rely on non-
acoustic biosignals generated by the human body during speech production to enable …
acoustic biosignals generated by the human body during speech production to enable …
Recent advances in the automatic recognition of audiovisual speech
Visual speech information from the speaker's mouth region has been successfully shown to
improve noise robustness of automatic speech recognizers, thus promising to extend their …
improve noise robustness of automatic speech recognizers, thus promising to extend their …
Combining residual networks with LSTMs for lipreading
We propose an end-to-end deep learning architecture for word-level visual speech
recognition. The system is a combination of spatiotemporal convolutional, residual and …
recognition. The system is a combination of spatiotemporal convolutional, residual and …
Biosignal-based spoken communication: A survey
Speech is a complex process involving a wide range of biosignals, including but not limited
to acoustics. These biosignals-stemming from the articulators, the articulator muscle …
to acoustics. These biosignals-stemming from the articulators, the articulator muscle …
Lipreading with long short-term memory
Lipreading, ie speech recognition from visual-only recordings of a speaker's face, can be
achieved with a processing pipeline based solely on neural networks, yielding significantly …
achieved with a processing pipeline based solely on neural networks, yielding significantly …
Learning from the master: Distilling cross-modal advanced knowledge for lip reading
Lip reading aims to predict the spoken sentences from silent lip videos. Due to the fact that
such a vision task usually performs worse than its counterpart speech recognition, one …
such a vision task usually performs worse than its counterpart speech recognition, one …
Lipreading with local spatiotemporal descriptors
Visual speech information plays an important role in lipreading under noisy conditions or for
listeners with a hearing impairment. In this paper, we present local spatiotemporal …
listeners with a hearing impairment. In this paper, we present local spatiotemporal …
[PDF][PDF] Audio-visual automatic speech recognition: An overview
We have made significant progress in automatic speech recognition (ASR) for well-defined
applications like dictation and medium vocabulary transaction processing tasks in relatively …
applications like dictation and medium vocabulary transaction processing tasks in relatively …
CUAVE: A new audio-visual database for multimodal human-computer interface research
EK Patterson, S Gurbuz, Z Tufekci… - 2002 IEEE International …, 2002 - ieeexplore.ieee.org
Multimodal signal processing has become an important topic of research for overcoming
certain problems of audio-only speech processing. Audio-visual speech recognition is one …
certain problems of audio-only speech processing. Audio-visual speech recognition is one …
Driver drowsiness monitoring based on yawning detection
S Abtahi, B Hariri… - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
Fatigue and drowsiness of drivers are amongst the significant causes of road accidents. In
this paper, we discuss a method for detecting drivers' drowsiness and subsequently alerting …
this paper, we discuss a method for detecting drivers' drowsiness and subsequently alerting …