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An overview of deep-learning-based audio-visual speech enhancement and separation
Speech enhancement and speech separation are two related tasks, whose purpose is to
extract either one or more target speech signals, respectively, from a mixture of sounds …
extract either one or more target speech signals, respectively, from a mixture of sounds …
Analyzing lower half facial gestures for lip reading applications: Survey on vision techniques
SJ Preethi - Computer Vision and Image Understanding, 2023 - Elsevier
Lip reading has gained popularity due to the proliferation of emerging real-world
applications. This article provides a comprehensive review of benchmark datasets available …
applications. This article provides a comprehensive review of benchmark datasets available …
Lip to speech synthesis with visual context attentional GAN
In this paper, we propose a novel lip-to-speech generative adversarial network, Visual
Context Attentional GAN (VCA-GAN), which can jointly model local and global lip …
Context Attentional GAN (VCA-GAN), which can jointly model local and global lip …
End-to-end video-to-speech synthesis using generative adversarial networks
Video-to-speech is the process of reconstructing the audio speech from a video of a spoken
utterance. Previous approaches to this task have relied on a two-step process where an …
utterance. Previous approaches to this task have relied on a two-step process where an …
Nautilus: a versatile voice cloning system
We introduce a novel speech synthesis system, called NAUTILUS, that can generate speech
with a target voice either from a text input or a reference utterance of an arbitrary source …
with a target voice either from a text input or a reference utterance of an arbitrary source …
SVTS: scalable video-to-speech synthesis
Video-to-speech synthesis (also known as lip-to-speech) refers to the translation of silent lip
movements into the corresponding audio. This task has received an increasing amount of …
movements into the corresponding audio. This task has received an increasing amount of …
Lip-to-speech synthesis in the wild with multi-task learning
Recent studies have shown impressive performance in Lip-to-speech synthesis that aims to
reconstruct speech from visual information alone. However, they have been suffering from …
reconstruct speech from visual information alone. However, they have been suffering from …
Lipsound2: Self-supervised pre-training for lip-to-speech reconstruction and lip reading
The aim of this work is to investigate the impact of crossmodal self-supervised pre-training
for speech reconstruction (video-to-audio) by leveraging the natural co-occurrence of audio …
for speech reconstruction (video-to-audio) by leveraging the natural co-occurrence of audio …
Vision+ x: A survey on multimodal learning in the light of data
We are perceiving and communicating with the world in a multisensory manner, where
different information sources are sophisticatedly processed and interpreted by separate …
different information sources are sophisticatedly processed and interpreted by separate …
SpeeChin: A smart necklace for silent speech recognition
This paper presents SpeeChin, a smart necklace that can recognize 54 English and 44
Chinese silent speech commands. A customized infrared (IR) imaging system is mounted on …
Chinese silent speech commands. A customized infrared (IR) imaging system is mounted on …