Cover Image

Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moummad, Ilyass, Farrugia, Nicolas, Serizel, Romain, Froidevaux, Jeremy, Lostanlen, Vincent
Format:	Preprint
Published:	2024
Subjects:	Sound Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Self-Supervised Learning for Few-Shot Bird Sound Classification
by: Moummad, Ilyass, et al.
Published: (2023)

Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection
by: Moummad, Ilyass, et al.
Published: (2023)

Domain-Invariant Representation Learning of Bird Sounds
by: Moummad, Ilyass, et al.
Published: (2024)

Energy Consumption Trends in Sound Event Detection Systems
by: Douwes, Constance, et al.
Published: (2024)

Acoustic identification of individual animals with hierarchical contrastive learning
by: Nolasco, Ines, et al.
Published: (2024)

A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes
by: Ronchini, Francesca, et al.
Published: (2022)

The impact of non-target events in synthetic soundscapes for sound event detection
by: Ronchini, Francesca, et al.
Published: (2021)

Can Masked Autoencoders Also Listen to Birds?
by: Rauch, Lukas, et al.
Published: (2025)

Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification
by: Ge, Shijia, et al.
Published: (2024)

SCRAPL: Scattering Transform with Random Paths for Machine Learning
by: Mitcheltree, Christopher, et al.
Published: (2026)

Instabilities in Convnets for Raw Audio
by: Haider, Daniel, et al.
Published: (2023)

Learning to Solve Inverse Problems for Perceptual Sound Matching
by: Han, Han, et al.
Published: (2023)

Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement
by: Sadeghi, Mostafa, et al.
Published: (2025)

Angular Distance Distribution Loss for Audio Classification
by: Almudévar, Antonio, et al.
Published: (2024)

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement
by: Haider, Daniel, et al.
Published: (2024)

Emergent musical properties of a transformer under contrastive self-supervised learning
by: Kong, Yuexuan, et al.
Published: (2025)

Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems
by: Ronchini, Francesca, et al.
Published: (2023)

Multi-label Zero-Shot Audio Classification with Temporal Attention
by: Dogan, Duygu, et al.
Published: (2024)

Musical Metamerism with Time--Frequency Scattering
by: Lostanlen, Vincent, et al.
Published: (2026)

Machine listening in a neonatal intensive care unit
by: Tailleur, Modan, et al.
Published: (2024)

S-KEY: Self-supervised Learning of Major and Minor Keys from Audio
by: Kong, Yuexuan, et al.
Published: (2025)

Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models
by: Passoni, Riccardo, et al.
Published: (2025)

Focal Modulation Networks for Interpretable Sound Classification
by: Della Libera, Luca, et al.
Published: (2024)

A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms
by: Monir, Nasser-Eddine, et al.
Published: (2024)

Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders
by: Monir, Nasser-Eddine, et al.
Published: (2025)

Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures
by: Park, Sangwook, et al.
Published: (2021)

Advanced Framework for Animal Sound Classification With Features Optimization
by: Yang, Qiang, et al.
Published: (2024)

Embedding-Space Diffusion for Zero-Shot Environmental Sound Classification
by: Sims, Ysobel, et al.
Published: (2024)

Feature Aggregation in Joint Sound Classification and Localization Neural Networks
by: Healy, Brendan, et al.
Published: (2023)

STONE: Self-supervised Tonality Estimator
by: Kong, Yuexuan, et al.
Published: (2024)

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels
by: Cornell, Samuele, et al.
Published: (2024)

Tracking of Intermittent and Moving Speakers : Dataset and Metrics
by: Iatariene, Taous, et al.
Published: (2025)

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification
by: Bae, Sangmin, et al.
Published: (2023)

An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging
by: Meseguer-Brocal, Gabriel, et al.
Published: (2024)

Classification of Short Segment Pediatric Heart Sounds Based on a Transformer-Based Convolutional Neural Network
by: Hassanuzzaman, Md, et al.
Published: (2024)

Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment Losses
by: Jeong, Seung Gyu, et al.
Published: (2025)

Identifying birdsong syllables without labelled data
by: Teng, Mélisande, et al.
Published: (2025)

HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones
by: Shashaank, N, et al.
Published: (2023)

Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of-Experts
by: Xie, Yuan, et al.
Published: (2024)

Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system
by: Ronchini, Francesca, et al.
Published: (2022)