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Deep Audio-Visual Speech Recognition - GitHub
https://github.com/lordmartian/deep_avsr#:~:text=Results%20%20%20%20Operation%20Mode%20%20,%20%2049.2%25%20%205%20more%20rows%20
Some notes on Audio-Visual Speech Perception from an …
http://speech-rec-vcp.com/AVSP/avsp_v0.pdf
In the Audio Visual Speech Recognition (AVSR) community, at least, it is well known the importance of the visual clues to improve the performance of speech recognizers in many useful applications. Empirical results have systematically demonstrated that, …
Audio-visual recognition of overlapped speech for the LRS2 ...
https://yjw123456.github.io/Audio-visual-Overlapped-speech-recognition/
Three issues associated with the construction of audio-visual speech recognition (AVSR) systems are addressed. First, the basic architecture designs i.e. end-to-end and hybrid of AVSR systems are investigated. Second, purposefully designed modality fusion gates are used to robustly integrate the audio and visual features.
Dynamic Bayesian networks for audio-visual speech …
https://www.cs.ubc.ca/~murphyk/Papers/avsr_journal.pdf
The use of visual features in audio-visual speech recognition (AVSR) is motivated by the speech formation mechanism and the natural ability of humans to reduce audio ambigu- ity using visual cues [1]. In addition, the visual information provides complementary features that cannot be corrupted by the acoustic noise of the environment.
Audiovisual speech recognition: A review and forecast ...
https://journals.sagepub.com/doi/full/10.1177/1729881420976082
AVSR system can be applied to a vastly wider range of applicating scenarios, such as command recognition in land vehicles, 4 text translating of mobile phones, 5,6 lipreading for people who are hearing impaired, 7,8 speech recognition of individual speaker from lots of people who are talking at once, 9 and so on. In practice, the difficulties in building an efficient AVSR …
Audio-visual speech recognition using deep learning ...
https://link.springer.com/article/10.1007/s10489-014-0629-7
Audio-visual speech recognition (AVSR) is thought to be one of the most promising solutions for reliable speech recognition, particularly when the audio is corrupted by noise. The fundamental idea of AVSR is to use visual information derived from a speaker’s lip motion to complement corrupted audio speech inputs.
Audio-visual speech recognition techniques in augmented ...
https://dlnext.acm.org/doi/10.1007/s00371-013-0841-1
Home Browse by Title Periodicals The Visual Computer: International Journal of Computer Graphics Vol. 30, No. 3 Audio-visual speech recognition techniques in …
[1409.1411] Visual Speech Recognition - arXiv
https://arxiv.org/abs/1409.1411
VSR has received a great deal of attention in the last decade for its potential use in applications such as human-computer interaction (HCI), audio-visual speech recognition (AVSR), speaker recognition, talking heads, sign language recognition and video surveillance.
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