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(PDF) Audio-visual enhancement of speech in noise
https://www.researchgate.net/publication/11915731_Audio-visual_enhancement_of_speech_in_noise#:~:text=Audio-visual%20speech%20enhancement%20%28AVSE%29%20refers%20to%20the%20task,have%20been%20proposed%20for%20AVSE%20in%20the%20past....
Audio-visual enhancement of speech in noise.
https://www.ncbi.nlm.nih.gov/pubmed/11425143
In this paper, an audio-visual approach to the problem is considered, since it has been demonstrated in several studies that viewing the speaker's face improves message intelligibility, especially in noisy environments. A speech enhancement prototype system that takes advantage of visual inputs is developed.
Audio-visual enhancement of speech in noise: The Journal ...
https://asa.scitation.org/doi/10.1121/1.1358887
In this paper, an audio-visual approach to the problem is considered, since it has been demonstrated in several studies that viewing the speaker’s face improves message intelligibility, especially in noisy environments. A speech enhancement prototype system that takes advantage of visual inputs is
(PDF) Audio-visual enhancement of speech in noise
https://www.researchgate.net/publication/11915731_Audio-visual_enhancement_of_speech_in_noise
Audio-visual speech enhancement (AVSE) refers to the task of removing background noise from a noisy speech with the help of visual information …
Audio-visual enhancement of speech in noise - Grenoble INP
http://www.gipsa-lab.grenoble-inp.fr/%7Elaurent.girin/papers/girin_et_al_JASA_2001.pdf
audio-visual speech enhancement—that is, the enhancement of noisy speech sounds, using the video input—which, to our knowledge, has never before been attempted. We developed a prototype system that generates enhanced speech sounds from noisy speech plus visual information. It is based on a fusion-and-filtering algorithm that combines the information
(PDF) Audio-visual enhancement of speech in noise | …
https://www.academia.edu/10501292/Audio_visual_enhancement_of_speech_in_noise
fusion-and-filtering algorithm that combines the information At the same time, it is obvious that there is some depen- provided by the noisy audio and video channels to estimate dence between the content of the sensory inputs, that is audio the parameters of an enhancement filter—in this case, a and visual speech, since they are both consequences of one Wiener filter—and then …
Correlation between audio-visual enhancement of speech …
https://pubmed.ncbi.nlm.nih.gov/23673276/
In the present study, we investigated the multisensory gain as the difference of speech recognition accuracies between the audio-visual (AV) and auditory-only (A) conditions, and the multisensory gain as the difference between the event-related potentials (ERPs) evoked under the AV condition and the sum of the ERPs evoked under the A and visual-only (V) conditions in …
(PDF) Audio-Visual Speech Enhancement based on …
https://www.academia.edu/70389353/Audio_Visual_Speech_Enhancement_based_on_Multimodal_Deep_Convolutional_Neural_Networks
precisely speaking, the table approach, i.e., spectral restoration, estimates a gain func- proposed avdcnn model is structured as an audio-visual en- tion (based on the statistics of noise and speech components), coder-decoder network, in which audio and visual data are first which is then used to suppress noise components in the fre- processed …
Audiovisual Enhancement of Speech Perception in Noise …
https://www.researchgate.net/publication/339119977_Audiovisual_Enhancement_of_Speech_Perception_in_Noise_by_School-Age_Children_Who_Are_Hard_of_Hearing
The benefits of audiovisual (AV) speech perception, more specifically, having access to the (Gijbels et al., in press) articulation movements when …
Audio-Visual Speech Enhancement Using Conditional ...
https://dl.acm.org/doi/pdf/10.1109/TASLP.2020.3000593
proves the speech enhancement performance compared with the audio-only VAE model, especially when the speech signal is highly corrupted by noise. We also show that the proposed unsupervised audio-visual speech enhancement approach outperforms a state-of-the-art supervised deep learning method. Index Terms—Audio-visual speech enhancement, deep
Correlation between audio–visual enhancement of …
https://www.sciencedirect.com/science/article/pii/S0306452213004181
Correlation between audio–visual enhancement of speech in different noise environments and SNR: A combined behavioral and electrophysiological study. The maximum gain as difference of speech recognition accuracies occurs at the −12 dB SNR. The maximum gain as difference of ERPs (AV − (A + V)) occurs at the −12 dB SNR.
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