681 citations · 957 across the 11 of their papers we have counts for
4 papers · 1 filter
Extended playing techniques: The next milestone in musical instrument recognition
Vincent Lostanlen, Joakim Andén, Mathieu Lagrange
The expressive variability in producing a musical note conveys information essential to the modeling of orchestration and style. As such, it plays a crucial role in computer-assist…
Joint Time-Frequency Scattering
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
In time series classification and regression, signals are typically mapped into some intermediate representation used for constructing models. Since the underlying task is often in…
Joint Time-Frequency Scattering for Audio Classification
Joakim Andén, Vincent Lostanlen, Stéphane Mallat
We introduce the joint time-frequency scattering transform, a time shift invariant descriptor of time-frequency structure for audio classification. It is obtained by applying a two…
Deep Scattering Spectrum
Joakim Andén, Stéphane Mallat
A scattering transform defines a locally translation invariant representation which is stable to time-warping deformations. It extends MFCC representations by computing modulation…