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09/11/2023
Energy Preservation and Stability of Random Filterbanks
What makes waveform-based deep learning so hard? Despite numerous attemp...
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07/25/2023
Fitting Auditory Filterbanks with Multiresolution Neural Networks
Waveform-based deep learning faces a dilemma between nonparametric and p...
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06/15/2023
Few-shot bioacoustic event detection at the DCASE 2023 challenge
Few-shot bioacoustic event detection consists in detecting sound events ...
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05/22/2023
Learning to detect an animal sound from five examples
Automatic detection and classification of animal sounds has many applica...
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01/24/2023
Mesostructures: Beyond Spectrogram Loss in Differentiable Time-Frequency Analysis
Computer musicians refer to mesostructures as the intermediate levels of...
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01/07/2023
Perceptual-Neural-Physical Sound Matching
Sound matching algorithms seek to approximate a target waveform by param...
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04/18/2022
Differentiable Time-Frequency Scattering in Kymatio
Joint time-frequency scattering (JTFS) is a convolutional operator in th...
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10/01/2020
Helicality: An Isomap-based Measure of Octave Equivalence in Audio Data
Octave equivalence serves as domain-knowledge in MIR systems, including ...
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09/19/2020
Learning a Lie Algebra from Unlabeled Data Pairs
Deep convolutional networks (convnets) show a remarkable ability to lear...
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09/11/2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context
We present SONYC-UST-V2, a dataset for urban sound tagging with spatiote...
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07/21/2020
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques
Instrumental playing techniques such as vibratos, glissandos, and trills...
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07/20/2020
wav2shape: Hearing the Shape of a Drum Machine
Disentangling and recovering physical attributes, such as shape and mate...
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07/01/2020
OrchideaSOL: a dataset of extended instrumental techniques for computer-aided orchestration
This paper introduces OrchideaSOL, a free dataset of samples of extended...
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03/02/2020
One or Two Components? The Scattering Transform Answers
With the aim of constructing a biologically plausible model of machine l...
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11/01/2019
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization
This paper proposes to perform unsupervised detection of bioacoustic eve...
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10/22/2019
Learning the helix topology of musical pitch
To explain the consonance of octaves, music psychologists represent pitc...
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06/21/2019
The Shape of RemiXXXes to Come: Audio Texture Synthesis with Time-frequency Scattering
This article explains how to apply time-frequency scattering, a convolut...
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05/21/2019
Une ou deux composantes ? La réponse de la diffusion en ondelettes
With the aim of constructing a biologically plausible model of machine l...
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05/20/2019
Robust sound event detection in bioacoustic sensor networks
Bioacoustic sensors, sometimes known as autonomous recording units (ARUs...
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12/28/2018
Kymatio: Scattering Transforms in Python
The wavelet scattering transform is an invariant signal representation s...
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10/10/2018
On Time-frequency Scattering and Computer Music
To appear as the preface to: "Florian Hecker: Halluzination, Perspektive...
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10/01/2018
Eigentriads and Eigenprogressions on the Tonnetz
We introduce a new multidimensional representation, named eigenprogressi...
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08/29/2018
Extended playing techniques: The next milestone in musical instrument recognition
The expressive variability in producing a musical note conveys informati...
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07/24/2018
Classification with Joint Time-Frequency Scattering
In time series classification, signals are typically mapped into some in...
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05/21/2016
Deep convolutional networks on the pitch spiral for musical instrument recognition
Musical performance combines a wide range of pitches, nuances, and expre...
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01/03/2016
Wavelet Scattering on the Pitch Spiral
We present a new representation of harmonic sounds that linearizes the d...
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12/07/2015
Joint Time-Frequency Scattering for Audio Classification
We introduce the joint time-frequency scattering transform, a time shift...
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09/01/2015
