All projects

Title  Description  Supervisors Status ↓
Developpement of an active noise control umbrella SounDDot is a technology recently developed in the laboratory, providing highly directive sound-diffusion. It is based on an array of ... Romain Boulandet Available  More
Development of a multi-actuated panel for soundproofing purposes The distributed mode loudspeaker (DML) technology is a flat panel loudspeaker from which sound is generated a set of electromechanical ... Romain Boulandet Available  More
Development of an active acoustic metasurface Metamaterials are engineered materials with a subwavelength structure that enables extraordinary propagation and manipulation of waves. In acoustics, they can ... Thomas Laurence Available  More
Design of a new flat loudspeaker concept The electrodynamic moving-coil loudspeaker, as patented by Kellogg and Rice in 1924, is the most spread electroacoustic diffuser in the ... Thomas Laurence Available  More
Development of a remote quiet zone demo In many workspaces, low-frequency noises (LFN), as experienced with industrial machinery, electric transformer and air flow machinery, are the most ... Romain Boulandet Available  More
Learning Resnets without Backpropagation Resnets are deep neural networks that have achieved state of the art results in various classification tasks. Traditionally they are ... Konstantinos Pitas Available  More
Better uncertainty estimates for DNNs DNNs are increasingly used in sensitive environments such as healthcare. In these sensitive environments a number of important questions arise ... Konstantinos Pitas Available  More
Fast Graph Clustering We live in a world of data but unfortunately, we still need the tools to exploit all the information that ... Lionel Martin Assigned  More
Improving virtual audio perception with headphones The LTS2-Acoustics is working on binaural audio synthesis for applications in hearing aid technologies. Our activities deal with the improvement ... Gilles André Courtois, Vincent Grimaldi Assigned  More
Detection of fake news in sites and online networks There are numerous sources of information on the net. They can be more or less biaised or reliable and it ... Benjamin Ricaud Assigned  More
Implementation of a low computational cost reverb algorithm The LTS2-Acoustics is working on binaural audio synthesis for applications in hearing aid technologies. Our activities deal with the improvement ... Gilles André Courtois, Vincent Grimaldi Assigned  More
Music outside the head In nature and most daily life situations, sounds of the world are naturally perceived as coming from outside the head ... Vincent Grimaldi Assigned  More
WaveNet exploration What are WaveNets and what are their possible applications? How to compose music with a keyboard or generate audio books ... Benjamin Ricaud, Helena Peic Tukuljac Assigned  More
Sound source localization with deep learning As the number of home assistants such as Alexa and Siri is growing, new engineering challenges arise. This project will ... Benjamin Ricaud, Helena Peic Tukuljac Assigned  More
Assessment of Low-rank approximation techniques in sound field reconstruction Room modes can significantly impair the quality of sound diffusion, in particular at low-frequencies and in small auditoria. In practice ... Thach Pham Vu Assigned  More
An empirical study of rotation equivariant neural networks The goal of the project is to empirically study the difference in performance of Neural Networks that are either equivariant ... Michaël Defferrard Assigned  More
People Recognition in the Montreux Jazz Festival Archive Idea : Provide an automatic labelling of people in videos using face detection and visual tracking, with application to the Montreux ... Johann Paratte Finished  More
Object Classification using Depth Cameras Idea : tackle object classification tasks based on depth sensor input. Objectives : finding a way to extract meaningful 3D features experimenting ... Johann Paratte Finished  More
Robust Face Detection and Recognition using Depth Cameras Idea : achieve face recognition based on RGB-D cameras. Objectives : creation of a 3D dataset for the learning using RGB face ... Johann Paratte Finished  More
Learning with Hypergraphs In this project the student will inquiries hypergraphs and generalizes the spectral graph theory to this setting. This project is ... Nathanaël Perraudin Finished  More
Distance learning for smooth graph signals In this project, we study a new technique for distance learning on a graph. Traditional distance learning minimizes the distance ... Vassilis Kalofolias, Nathanaël Perraudin Finished  More
Movie Summary Using Dimensionality Reduction Idea : provide a meaningful visual summary of a video sequence in an entirely automatic way. Objectives : finding representative snapshots per ... Johann Paratte Finished  More
Realtime Face Detection and Tracking on Mobile for Anonymization and Privacy Idea : provide selective anonymization of people on video and photographs using face detection and tracking on mobile devices. Objectives : achieve ... Johann Paratte Finished  More
Graph-based Image Inpainting Idea : use a patch-based graph of the image to address the inpainting problem for large missing chunks. Objectives : measure the ... Johann Paratte, Nathanaël Perraudin Finished  More
3D Scene Reconstruction from a Single Movie Idea : provide a scheme to automatically infer the 3D model of the static background in a scene from a single ... Johann Paratte Finished  More