"Extraction automatique d’une structure musicale et génération d’un résumé audio" Cours Link TP Link "Estimation de fréquences fondamentales multiples" Cours Link TP Link Article de Rachel Bittner "Deep Salience" Link

Expert Geoffroy Peeters Objectives of this module Understand: the supervised training paradigm, the boosting paradigm, the decision tree algorithm, the AdaBoost agorithm Design an algorithm that perform the training of a model given a training dataset perform the automatic classification of a given audio track given its audio descriptors and …

Expert Geoffroy Peeters Objectives of this module Understand: Fourier Transform Periodicity estimation using the the spectral sum algorihtm Design an algorithm that estimate the fundamental frequency over time of a given audio signal Outcomes Report explaining the algorithms used to estimate the fundamental frequency from the analysis of a given …

Expert Geoffroy Peeters Objectives of this module Understand: Fourier Transform, Short-Time-Fourier Transform, filter-bank decomposition Computation of audio descriptors (spectral balance, MFCC) Design an algorithm that estimate estimate a given audio descriptor over time of a given audio signal Outcomes Report explaining the agorithms used to synthesize a sound based on …

Expert Geoffroy Peeters Objectives of this module Understand: the principle of FM synthesis the mathematical formulation of its representation using Bessel function how to control its parameters to obtain a given sound Design an algorithm that synthesize a sounds based on FM synthesis Outcomes Report explaining the agorithms used to …

Expert Geoffroy Peeters Objectives of this module Understand: Fourier Transform Filter-bank decomposition Onset detection function Periodicity estimation using the the spectral sum algorihtm Design an algorithm that estimate the tempo over time of a given audio signal Outcomes Report explaining the algorithms used to estimate the tempo from the analysis …