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A coupled HMM for audio-visual speech recognition | IEEE ...
https://ieeexplore.ieee.org/document/5745027#:~:text=The%20statistical%20properties%20of%20the%20coupled-HMM%20allow%20us,the%20multistream%20HMM%20in%20audio%20visual%20speech%20recognition.
A COUPLED HMM FOR AUDIO-VISUAL SPEECH …
https://www.cs.ubc.ca/~murphyk/Papers/icassp02.pdf
statistical properties of the coupled-HMM allow us to model the state asynchrony of the audio and visual observations sequences while still preserving their natural correlation over time. The ex-perimental results show that the coupled HMM outperforms the multistream HMM in audio visual speech recognition. 1. INTRODUCTION
A coupled HMM for audio-visual speech recognition | …
https://ieeexplore.ieee.org/document/5745027
The audio-visual speech recognition system presented in this paper introduces a novel audio-visual fusion technique that uses a coupled hidden Markov model (HMM). The statistical properties of the coupled-HMM allow us to model the state asynchrony of the audio and visual observations sequences while still preserving their natural correlation over time.
(PDF) A Coupled HMM for Audio-Visual Speech …
https://www.academia.edu/1729362/A_Coupled_HMM_for_Audio_Visual_Speech_Recognition
In feature fusion, the combined audio-visual feature vectors are The variety of applications of automatic speech recognition (ASR) obtained by the concatenation of the audio and visual features, systems, for human computer interfaces, telephony, or robotics followed by a dimensionality reduction transform [11].
CiteSeerX — A coupled HMM for audio-visual speech …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.134.2667
The audio-visual speech recognition system presented in this paper introduces a novel audio-visual fusion technique that uses a coupled hidden Markov model (HMM). The statistical properties of the coupled-HMM allow us to model the state asynchrony of the audio and visual observations sequences while still preserving their natural correlation over time.
A coupled HMM for audio-visual speech recognition ...
https://www.researchgate.net/publication/228792838_A_coupled_HMM_for_audio-visual_speech_recognition
The Twin-HMM for audio-visual speech enhancement [4] uses the best audio state sequence through a coupled HMM [5] to find an estimate of the clean speech signal. If …
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