视听语音识别(Audio-visual speech recognition)视听语音识别(AVSR)和唇读的问题紧密相关。Mroueh等[36]使用前馈深度神经网络(DNN)在大型非公共视听数据集上进行音素分类。事实证明,将HMM与手工制作或预先训练的视觉功能结合使用很普遍——[48]使用DBF编码输入图像;[20]使用DCT;[38]使用经过预训练的CNN对音素进行分类...
Many recent studies show that Augmented Reality (AR) and Automatic Speech Recognition (ASR) technologies can be used to help people with disabilities. Many of these studies have been performed only in their specialized field. Audio-Visual Speech Recognition (AVSR) is one of the advances in ASR...
Audio-visual speech recognition (AVSR) has shown impressive improvements over audio-only speech recognition in the presence of acoustic noise. However, the problems of region-of-interest detection...doi:10.1007/s00530-015-0499-9Wang, Jianrong...
Audio-visual speech recognition (AVSR) system is thought to be one of the most promising solutions for reliable speech recognition, particularly when the audio is corrupted by noise. However, cautious selection of sensory features is crucial for attainin
1) audio visual speech recognition 听视觉语音识别 1. Inaudio visual speech recognitionand lipreading, the widely used ASM (Active Shape Model) for lip contour extraction suffers from the lack of robustness and cannot extract the exact lip contours due to the various mouth shape changes when utte...
Audio-visual speech recognition using deep bottleneck features and high-performance lipreading This paper develops an Audio-Visual Speech Recognition (AVSR) method, by (1) exploring high-performance visual features, (2) applying audio and visual deep... S Tamura,H Ninomiya,N Kitaoka,... - ...
in Python, AVSR-tf1 aims to provide a simple and reproducible way of training and evaluating speech recognition models based on sequence to sequence neural networks. AVSR-tf1 can exploit both auditory and visual speech modalities, considered either independently (ASR, VSR) or jointly (AVSR). ...
Many recent studies show that Augmented Reality (AR) and Automatic Speech Recognition (ASR) technologies can be used to help people with disabilities. Many of these studies have been performed only in their specialized field. Audio-Visual Speech Recognition (AVSR) is one of the advances in ASR...
Okuno ·Tetsuya OgataPublished online: 20 December 2014© Springer Science+Business Media New York 2014Abstract Audio-visual speech recognition (AVSR) systemis thought to be one of the most promising solutions forreliable speech recognition, particularly when the audio iscorrupted by noise. However,...
Studies on nowadays human-machine interface have demonstrated that visual information can enhance speech recognition accuracy especially in noisy environments. Deep learning has been widely used to tackle such audio visual speech recognition (AVSR) problem due to its astonishing achievements in both speech...