%0 Conference Paper %1 Hofer2010 %A Hofer, Gregor %A Richmond, Korin %B Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH) %C Makuhari, Japan %D 2010 %K (HMM), Markov density hidden inversion lip mapping mixture model network, synchronisation, %P 454-457 %T Comparison of HMM and TMDN Methods for Lip Synchronisation %U http://www.isca-speech.org/archive/interspeech_2010/i10_0454.html %X This paper presents a comparison between a hidden Markov model (HMM) based method and a novel artificial neural network (ANN) based method for lip synchronisation. Both model types were trained on motion tracking data, and a perceptual evaluation was carried out comparing the output of the models, both to each other and to the original tracked data. It was found that the ANN-based method was judged significantly better than the HMM based method. Furthermore, the original data was not judged significantly better than the output of the ANN method.

@inproceedings{Hofer2010, abstract = {This paper presents a comparison between a hidden Markov model (HMM) based method and a novel artificial neural network (ANN) based method for lip synchronisation. Both model types were trained on motion tracking data, and a perceptual evaluation was carried out comparing the output of the models, both to each other and to the original tracked data. It was found that the ANN-based method was judged significantly better than the HMM based method. Furthermore, the original data was not judged significantly better than the output of the ANN method.}, added-at = {2021-02-01T10:51:23.000+0100}, address = {Makuhari, Japan}, author = {Hofer, Gregor and Richmond, Korin}, biburl = {https://www.bibsonomy.org/bibtex/265e659537c53ba799a413e939b657a9a/m-toman}, booktitle = {Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH)}, file = {:pdfs/hofer_interspeech_2010.pdf:PDF}, interhash = {706f99cc72a338dcab2f1245dfc57f7e}, intrahash = {65e659537c53ba799a413e939b657a9a}, keywords = {(HMM), Markov density hidden inversion lip mapping mixture model network, synchronisation,}, month = sep, owner = {schabus}, pages = {454-457}, timestamp = {2021-02-01T10:51:23.000+0100}, title = {Comparison of {HMM} and {TMDN} Methods for Lip Synchronisation}, url = {http://www.isca-speech.org/archive/interspeech_2010/i10_0454.html}, year = 2010 }