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(PDF) A Hybrid Ann/hmm Audio-Visual Speech Recognition
https://www.researchgate.net/publication/2528411_A_Hybrid_Annhmm_Audio-Visual_Speech_Recognition#:~:text=In%20this%20paper%20we%20present%20a%20system%20for,describe%20the%20recording%20and%20labeling%20of%20the%20database.
(PDF) A Hybrid Ann/hmm Audio-Visual Speech Recognition
https://www.researchgate.net/publication/2528411_A_Hybrid_Annhmm_Audio-Visual_Speech_Recognition
In this paper we present a system for audio-visual speech recognition based on a hybrid Artificial Neural Network/Hidden Markov Model (ANN/HMM) …
A Hybrid ANN/HMM Audio-Visual Speech Recognition System
https://www.isca-speech.org/archive_open/archive_papers/avsp01/av01_189.pdf
In this paper we present a system for audio-visual speech recognition based on a hybrid Artificial Neu-ral Network/Hidden Markov Model (ANN/HMM)ap-proach. To setup the system it was necessary to record a new audio-visual database. We will describe the recording and labeling of the database. The fusion of audio and video data is a key aspect of ...
A Hybrid ANN/HMM Audio-Visual Speech Recognition …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.9051
CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): In this paper we present a system for audio-visual speech recognition based on a hybrid Artificial Neural Network/Hidden Markov Model (ANN/HMM) approach. To setup the system it was necessary to record a new audio-visual database. We will describe the recording and labeling of the database.
(PDF) Labeling audio-visual speech corpora and training …
https://www.researchgate.net/publication/221490339_Labeling_audio-visual_speech_corpora_and_training_an_ANNHMM_audio-visual_speech_recognition_system
We present a method to label an audio-visual database andto setup a system for audio-visual speech recognition basedon a hybrid Artificial Neural Network/Hidden Markov Model(ANN/HMM) approach.The ...
Audio-Visual Speech Recognition With A Hybrid CTC ...
https://omilia.com/audio-visual-speech-recognition-hybrid-ctcattention-architecture/
To the best of our knowledge, this is the first time that such a hybrid architecture architecture is used for audio-visual recognition of speech. We use the LRS2 database and show that the proposed audio-visual model leads to an 1.3% absolute decrease in word error rate over the audio-only model and achieves the new state-of-the-art performance on LRS2 database …
A Multi-Stage Methodology To Setup An ANN/HMM …
https://www.researchgate.net/publication/2457938_A_Multi-Stage_Methodology_To_Setup_An_ANNHMM_Audio-Visual_Speech_Recognition_System
: We present a method to label an audio-visual database and to setup a system for audio-visual speech recognition based on a hybrid Articial Neural …
Audio-Visual Speech Recognition with a Hybrid CTC ...
https://ieeexplore.ieee.org/document/8639643
In this paper, we use the recently proposed hybrid CTC/attention architecture for audio-visual recognition of speech in-the-wild. To the best of our knowledge, this is the first time that such a hybrid architecture architecture is used for audio-visual recognition of speech. We use the LRS2 database and show that the proposed audio-visual model leads to an 1.3% …
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.137.4186
In hybrid systems, the Gaussian mixtures are replaced by more discriminant classifiers, leading to an improved performance. Most of the time the classifiers used in such systems are neural networks. Support vector machines have also been used in one-modality audio or visual speech recognition, but never in a multimodal audio-visual system.
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID …
https://ibug.doc.ic.ac.uk/media/uploads/documents/av_speech_hybridctcattention.pdf
proposed hybrid CTC/attention architecture for audio-visual recognition of speech in-the-wild. To the best of our knowl-edge, this is the first time that such a hybrid architecture architecture is used for audio-visual recognition of speech. We use the LRS2 database and show that the proposed audio-
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