What makes waveform-based deep learning so hard? Despite numerous attemp...
Waveform-based deep learning faces a dilemma between nonparametric and
p...
Few-shot bioacoustic event detection consists in detecting sound events ...
Automatic detection and classification of animal sounds has many applica...
Computer musicians refer to mesostructures as the intermediate levels of...
Sound matching algorithms seek to approximate a target waveform by param...
Joint time-frequency scattering (JTFS) is a convolutional operator in th...
Octave equivalence serves as domain-knowledge in MIR systems, including
...
Deep convolutional networks (convnets) show a remarkable ability to lear...
We present SONYC-UST-V2, a dataset for urban sound tagging with
spatiote...
Instrumental playing techniques such as vibratos, glissandos, and trills...
Disentangling and recovering physical attributes, such as shape and mate...
This paper introduces OrchideaSOL, a free dataset of samples of extended...
With the aim of constructing a biologically plausible model of machine
l...
This paper proposes to perform unsupervised detection of bioacoustic eve...
To explain the consonance of octaves, music psychologists represent pitc...
This article explains how to apply time-frequency scattering, a convolut...
With the aim of constructing a biologically plausible model of machine
l...
Bioacoustic sensors, sometimes known as autonomous recording units (ARUs...
The wavelet scattering transform is an invariant signal representation
s...
To appear as the preface to: "Florian Hecker: Halluzination, Perspektive...
We introduce a new multidimensional representation, named eigenprogressi...
The expressive variability in producing a musical note conveys informati...
In time series classification, signals are typically mapped into some
in...
Musical performance combines a wide range of pitches, nuances, and expre...
We present a new representation of harmonic sounds that linearizes the
d...
We introduce the joint time-frequency scattering transform, a time shift...
We introduce a scattering representation for the analysis and classifica...