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AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.137.4186
Support vector machines have also been used in one-modality audio or visual speech recognition, but never in a multimodal audio-visual system. We propose such a hybrid SVM-HMM speech recognizer, and we show how the multimodal approach leads to better performance than that obtained with any of the two modalities individually. 1.
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID SVM …
http://signal.ee.bilkent.edu.tr/defevent/papers/cr1299.pdf
one-modality audio or visual speech recognition, but never in a multimodal audio-visual system. We propose such a hybrid SVM-HMM speech recognizer, and we show how the multimodal approach leads to better performance than that obtained with any of the two modalities individually. 1. INTRODUCTION In order to understand speech, humans deal with ...
Audio-visual speech recognition with a hybrid SVM-HMM ...
https://www.researchgate.net/publication/37436115_Audio-visual_speech_recognition_with_a_hybrid_SVM-HMM_system
Visual features were extracted from the raw images of the mouth region using the visual Gurban and Thiran (2005) developed a hybrid SVM-HMM system for …
CiteSeerX — Audio-Visual Speech Recognition with a Hybrid
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.930
Support vector machines have also been used in one-modality audio or visual speech recognition, but never in a multimodal audio-visual system. We propose such a hybrid SVM-HMM speech recognizer, and we show how the multimodal approach leads to better performance than that obtained with any of the two modalities individually. 1.
Audio-Visual Speech Recognition with a Hybrid SVM-HMM System
https://infoscience.epfl.ch/record/87309
Support vector machines have also been used in one-modality audio or visual speech recognition, but never in a multimodal audio-visual system. We propose such a hybrid SVM-HMM speech recognizer, and we show how the multimodal approach leads to better performance than that obtained with any of the two modalities individually.
(PDF) Hybrid SVM/HMM architectures for speech …
https://www.researchgate.net/publication/221479174_Hybrid_SVMHMM_architectures_for_speech_recognition
The hybrid SVM/HMM system has been developed based on our public domain toolkit. The hybrid system has been evaluated on the OGI Alphadigits corpus and performs at 11.6% WER, as compared to 12.7%...
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID …
https://core.ac.uk/display/20998479
Support vector machines have also been used in one-modality audio or visual speech recognition, but never in a multimodal audio-visual system. We propose such a hybrid SVM-HMM speech recognizer, and we show how the multimodal approach leads to better performance than that obtained with any of the two modalities individually. 1
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID …
https://core.ac.uk/display/30466874
AUDIO-VISUAL SPEECH RECOGNITION WITH A HYBRID SVM-HMM SYSTEM . By Mihai Gurban and Jean-Philippe Thiran. Download PDF (238 KB)
CiteSeerX — Citation Query A hybrid SVM/HMM acoustic ...
https://citeseerx.ist.psu.edu/showciting?cid=4075477
Here, we use Support Vector Machines (SVMs) for classification by integrating this method in a HMM-based speech recognition system. In this hybrid SVM/HMM system we translate the outputs of the SVM classifiers into conditional probabilities and use them as emission probabilities in a HMM-based decoder.
Appearance and shape-based hybrid visual feature ...
https://link.springer.com/article/10.1007/s11760-020-01717-0
Hybrid classifier is proposed for audio–visual speech recognition based on the classifier combination method. Three classifiers, ANN, SVM, and NB are used for hybrid classification. The performances of all individual classifiers are …
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