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Publications of type Phdthesis


2023

On matching data and model in LF-MMI-based dysarthric speech recognition, Enno Hermann, École polytechnique fédérale de Lausanne, 2023
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Sparse Autoencoders for Speech Modeling and Recognition, Selen Hande Kabil, École polytechnique fédérale de Lausanne, 2023
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Text Representation Learning for Low Cost Natural Language Understanding, Florian Mai, École polytechnique fédérale de Lausanne, 2023
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2022

Automatic pathological speech assessment, Parvaneh Janbakhshi, École polytechnique fédérale de Lausanne, 2022
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Controllability and Interpretability in Affective Speech Synthesis, Bastian Schnell, École polytechnique fédérale de Lausanne, 2022
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Efficient Transformer-Based Speech Recognition, Apoorv Vyas, École polytechnique fédérale de Lausanne, 2022
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Memory of Motion for Initializing Optimization in Robotics, Teguh Santoso Lembono, École Polytechnique Fédérale de Lausanne, 2022
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2021

Deep Learning Approaches for Auditory Perception in Robotics, Weipeng He, École polytechnique fédérale de Lausanne, 2021
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Gradient-based Methods for Deep Model Interpretability, Suraj Srinivas, École polytechnique fédérale de Lausanne, 2021
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2020

Detection of disguised speech in forensic science by humans and automatic systems, Michela Pettinato, Université de Lausanne Ecole des Sciences Criminelles, 2020
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Discourse Phenomena in Machine Translation, Lesly Miculicich, École polytechnique fédérale de Lausanne, 2020
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2019

Language Independent Query by Example Spoken Term Detection, Dhananjay Ram, École Polytechnique Fédérale de Lausanne, 2019
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2018

Learning embeddings: efficient algorithms and applications, Cijo Jose, École Polytechnique Fédérale de Lausanne, 2018
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Novel Algorithms for Clustering, James Newling, École polytechnique fédérale de Lausanne, 2018
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Word Sense Consistency in Statistical and Neural Machine Translation, Xiao Pu, École Polytechnique Fédérale de Lausanne, 2018
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2017

Large-Scale Image Segmentation with Convolutional Networks, Pedro H. O. Pinheiro, Sciences et Techniques de l’Ingénieur (STI), 2017
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Object Detection with Active Sample Harvesting, Olivier Canévet, École Polytechnique Fédérale de Lausanne, 2017
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Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning, Gulcan Can, École Polytechnique Fédérale de Lausanne, 2017
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2016

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