681 citations · 957 across the 11 of their papers we have counts for
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Kymatio: Scattering Transforms in Python
Mathieu Andreux, Tomás Angles, Georgios Exarchakis +15
The wavelet scattering transform is an invariant signal representation suitable for many signal processing and machine learning applications. We present the Kymatio software packag…
Multitaper estimation on arbitrary domains
Joakim Andén, José Luis Romero
Multitaper estimators have enjoyed significant success in estimating spectral densities from finite samples using as tapers Slepian functions defined on the acquisition domain. Unf…
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…
APPLE Picker: Automatic Particle Picking, a Low-Effort Cryo-EM Framework
Ayelet Heimowitz, Joakim Andén, Amit Singer
Particle picking is a crucial first step in the computational pipeline of single-particle cryo-electron microscopy (cryo-EM). Selecting particles from the micrographs is difficult…