Title  Description  Supervisors Status ↓
MNIST classification using deep learning This project consists in a smooth introduction to machine learning and particularly deep learning techniques. The student will first be ... Nauman Shahid, Nathanaël Perraudin Finished  More
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 Finished  More
Psychoacoustic comparison of 3D audio rendering In fall 2016, the new building « Under One Roof » will open on the EPFL campus. In this building, an "innovation ... Finished  More
Energy harvesting using electroacoustic absorbers The electroacoustic absorber is an electroacoustic device allowing the control of the acoustic impedance of a loudspeaker diaphragm, in order ... Sami Karkar Finished  More
Binaural rendering of 3D audio environments on smartphones The rendering of 3D audio environments can be achieved by many means, such as 2D or 3D loudspeaker arrays, or ... Sami Karkar, Gilles André Courtois Finished  More
Electroacoustic absorption and Energy harvesting The electroacoustic absorber is an electroacoustic device allowing the control of the acoustic impedance of a loudspeaker diaphragm, in order ... Etienne Rivet Finished  More
Design and optimization of an electroacoustic absorber using multiple resonators The electroacoustic absorber is an electroacoustic device for controlling the acoustic impedance of a closed-box electrodynamic loudspeaker diaphragm, in order ... Etienne Rivet Finished  More
2D electroacoustic metasurface unit-cell Metamaterials are engineered materials with a sub-wavelength structure that enables extra-ordinary propagation and manipulation of waves. Current developments using electrodynamic ... Hussein Esfahlani Finished  More
Psychoacoustic evaluation of the influence of electroacoustic absorbers The electroacoustic absorber is an electroacoustic device for controlling the acoustic impedance of a closed-box electrodynamic loudspeaker diaphragm. Using a ... Etienne Rivet Finished  More
All about that bass! Bass music enthusiasts appreciate nothing more than the blast from their subwoofers, expressed as a sustained, powerful low-frequency pitch that ... Benjamin Ricaud Finished  More
Electromechanical synthesis of boxed loudspeaker Loudspeaker systems are a combination of a driver and an acoustic enclosure, that may present different complexity. The most used ... Etienne Rivet Finished  More
Improving the sound diffusion of a distributed mode loudspeaker through active structural acoustic control The distributed mode loudspeaker (DML) technology is a flat panel loudspeaker from which sound is generated a set of electromechanical ... Romain Boulandet Finished  More
Graph-based video analysis Idea : Create similarity graphs from videos with application to movie segmentation and movie signatures. Objectives : design and test similarity measures ... Johann Paratte, Lionel Martin Finished  More
Analyzing songs from the Montreux Jazz festival The Montreux Jazz Festival archive, with its thousands of songs, offers a unique opportunity to discover music. However, the database ... Benjamin Ricaud Finished  More
Compressive sensing applied to the characterization of low-frequency room modes Rooms with wide dimensions present a modal behaviour due to stationnary waves at low frequencies. This behaviour may have prejudicial ... Benjamin Ricaud Finished  More
Playing with neural network In this project, the student is asked to learn the use of neural networks. First, he will implement a simple ... Nathanaël Perraudin Finished  More
Binaural sound localization in hearing aid system The LTS2-Acoustics has developed a binaural localization algorithm for hearing aid purpose. Strong technical constraints have restricted the possible signal ... Gilles André Courtois Finished  More
Development of an active guitar board Acoustic guitars are appreciated for their bright and clean ringing sound, combined with a relatively balanced frequency spectrum due to ... Thach Pham Vu Finished  More
Development of an active mute for wind instruments Electroacoustic resonators are devices comprising (at least) one electrodynamic loudspeaker and an electronic instrumentation (feedback based on pressure/velocity sensing ... Thach Pham Vu Finished  More
Music Information Retrieval on FMA The goal of this semester project is to provide baselines for genre classification, and maybe other problems in Music Information ... Michaël Defferrard Finished  More
Deep Learning for score generation Deep learning has become one of the most important tools in Machine Learning as it has imposed itself as the ... Nathanaël Perraudin, Michaël Defferrard Finished  More
Convolutional Neural Networks on Graphs and Stationarity The Fourier spectrum is often not sufficient to discriminate complex signals because it does not take into account higher-order moments ... Nathanaël Perraudin, Michaël Defferrard Finished  More