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US7165029B2 - Coupled hidden Markov model for audiovisual ...
https://patents.google.com/patent/US7165029B2/en#:~:text=A%20speech%20recognition%20method%20includes%20use%20of%20synchronous,second%20stream%20is%20derived%20from%20mouth%20pattern%20data.
Audio-Visual Speech Fusion Using Coupled Hidden Markov …
http://vigir.missouri.edu/~gdesouza/Research/Conference_CDs/IEEE_CVPR_2007/data/papers/workshops/WMSC2007/papers/05-WMSC07-06.pdf
In the context of audio-visual speech fusion, the audio and visual channels are associated with the two state vari-ables respectively through the observable nodes. Inter-channel asynchrony is allowed. The overall dynamics of the audio-visual speech is determined by both modalities. … acoustic channel visual channel t = 1 t = 2 t = 3 … t =T Figure 1. Audio-visual fusion using …
Audio-Visual Speech Fusion Using Coupled Hidden …
https://www.researchgate.net/publication/224716345_Audio-Visual_Speech_Fusion_Using_Coupled_Hidden_Markov_Models
Hidden Markov models (HMMs) are used for audio-only modeling, and multi-stream HMMs or coupled HMMs (CHMM) are used for audio-visual joint modeling.
Audio-visual speech modeling using coupled hidden Markov ...
https://www.infona.pl/resource/bwmeta1.element.ieee-art-000005745026
In this work we consider the bimodal fusion problem in audio-visual speech recognition. A novel sensory fusion architecture based on the coupled hidden Markov models (CHMMs) is presented. CHMMs are directed graphical models of stochastic processes and are a special type of dynamic Bayesian networks.
Audio-visual continuous speech recognition using a …
https://www.researchgate.net/publication/221485015_Audio-visual_continuous_speech_recognition_using_a_coupled_hidden_Markov_model
On the other hand, Coupled Hidden Markov Models (CHMM) have been used for audio-visual speech recognition 3 45 , since they are well suited to model dynamic relationships between several signals ...
Audio-visual speaker identification using coupled hidden ...
https://www.researchgate.net/publication/4044674_Audio-visual_speaker_identification_using_coupled_hidden_Markov_models
The audio-visual speech recognition sys-tem presented in this paper introduces a novel audio-visual fusion technique that uses a coupled hidden Markov model (HMM).
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