Marina Zimmermann

Cette personne n’est plus à l’EPFL

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Publications associées (4)

Visual speech recognition : from traditional to deep learning frameworks

Marina Zimmermann

Speech is the most natural means of communication for humans. Therefore, since the beginning of computers it has been a goal to interact with machines via speech. While there have been gradual improvements in this field over the decades, and with recent dr ...

EPFL2018

Combining Multiple Views for Visual Speech Recognition

Jean-Philippe Thiran, Marina Zimmermann, Mostafa Mehdipour Ghazi, Hazim Kemal Ekenel

Visual speech recognition is a challenging research problem with a particular practical application of aiding audio speech recognition in noisy scenarios. Multiple camera setups can be beneficial for the visual speech recognition systems in terms of improv ...

KTH2017

3D Spectral Nonrigid Registration of Facial Expression Scans

Jean-Philippe Thiran, Gabriel Louis Cuendet, Christophe René Joseph Ecabert, Marina Zimmermann, Hazim Kemal Ekenel

In this paper, we introduce a new template-based spectral nonrigid registration method in which the target is represented using multilevel partition of unity (MPU) implicit surfaces and the template is embedded in a discrete Laplace-Beltrami based spectral ...

2017

Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System

Jean-Philippe Thiran, Marina Zimmermann, Mostafa Mehdipour Ghazi

Automatic visual speech recognition is an interesting problem in pattern recognition especially when audio data is noisy or not readily available. It is also a very challenging task mainly because of the lower amount of information in the visual articulati ...

Springer International Publishing2016

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