Cover Image

Temporal Feature Learning in Weakly Labelled Bioacoustic Cetacean Datasets via a Variational Autoencoder and Temporal Convolutional Network: An Interdisciplinary Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fonollosa, Laia Garrobé, Gillespie, Douglas, Stankovic, Lina, Stankovic, Vladimir, Rendell, Luke
Format:	Preprint
Published:	2024
Subjects:	Sound Audio and Speech Processing Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Foundation Models for Bioacoustics -- a Comparative Review
by: Schwinger, Raphael, et al.
Published: (2025)

All Thresholds Barred: Direct Estimation of Call Density in Bioacoustic Data
by: Navine, Amanda K., et al.
Published: (2024)

Review of Cetacean's click detection algorithms
by: Gracic, Mak, et al.
Published: (2024)

Computational bioacoustics with deep learning: a review and roadmap
by: Stowell, Dan
Published: (2021)

Adaptive Representations of Sound for Automatic Insect Recognition
by: Faiß, Marius, et al.
Published: (2023)

Learning to detect an animal sound from five examples
by: Nolasco, Inês, et al.
Published: (2023)

Fish Tracking, Counting, and Behaviour Analysis in Digital Aquaculture: A Comprehensive Survey
by: Cui, Meng, et al.
Published: (2024)

Robust Bioacoustic Detection via Richly Labelled Synthetic Soundscape Augmentation
by: Soltero, Kaspar, et al.
Published: (2025)

Weakly Supervised Detection and Temporal Localization of Whale Calls in Long-Duration Bioacoustic Data
by: Nihal, Ragib Amin, et al.
Published: (2025)

Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
by: Nam, Hyeonuk, et al.
Published: (2025)

Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition
by: Iakovenko, Olga, et al.
Published: (2024)

NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification
by: Heo, Hyun-Jun, et al.
Published: (2023)

Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases
by: Zhang, Pengfei, et al.
Published: (2024)

Cochlear Wave Propagation and Dynamics in the Human Base and Apex: Model-Based Estimates from Noninvasive Measurements
by: Alkhairy, Samiya A
Published: (2024)

A Classification Benchmark for Artificial Intelligence Detection of Laryngeal Cancer from Patient Voice
by: Paterson, Mary, et al.
Published: (2024)

Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning
by: Ballas, Aristotelis, et al.
Published: (2023)

Automated Measurement of Geniohyoid Muscle Thickness During Speech Using Deep Learning and Ultrasound
by: Myrgyyassov, Alisher, et al.
Published: (2026)

Automatic detection of Mild Cognitive Impairment using high-dimensional acoustic features in spontaneous speech
by: Zhang, Cong, et al.
Published: (2024)

Screening method for early dementia using sound objects as voice biomarkers
by: Pluta, Adam, et al.
Published: (2024)

Learning to rumble: Automated elephant call classification, detection and endpointing using deep architectures
by: Geldenhuys, Christiaan M., et al.
Published: (2024)

From Birdsong to Rumbles: Classifying Elephant Calls with Out-of-Species Embeddings
by: Geldenhuys, Christiaan M., et al.
Published: (2026)

Prosody of speech production in latent post-stroke aphasia
by: Zhang, Cong, et al.
Published: (2024)

Multi Modal Information Fusion of Acoustic and Linguistic Data for Decoding Dairy Cow Vocalizations in Animal Welfare Assessment
by: Jobarteh, Bubacarr, et al.
Published: (2024)

Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example
by: Ghosh, Suhita, et al.
Published: (2024)

DEMONet: Underwater Acoustic Target Recognition based on Multi-Expert Network and Cross-Temporal Variational Autoencoder
by: Xie, Yuan, et al.
Published: (2024)

Variational Autoencoder for Personalized Pathological Speech Enhancement
by: Hou, Mingchi, et al.
Published: (2025)

Towards High-Fidelity and Controllable Bioacoustic Generation via Enhanced Diffusion Learning
by: Song, Tianyu, et al.
Published: (2025)

Distilling Spectrograms into Tokens: Fast and Lightweight Bioacoustic Classification for BirdCLEF+ 2025
by: Miyaguchi, Anthony, et al.
Published: (2025)

Few-Shot Bioacoustic Event Detection with Frame-Level Embedding Learning System
by: Zhao, PengYuan, et al.
Published: (2024)

Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition
by: Torabi, Yasaman, et al.
Published: (2025)

BioME: A Resource-Efficient Bioacoustic Foundational Model for IoT Applications
by: Guimarães, Heitor R., et al.
Published: (2026)

Bridging Speech Emotion Recognition and Personality: Dataset and Temporal Interaction Condition Network
by: Gao, Yuan, et al.
Published: (2025)

BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024)

Adaptive Learning via a Negative Selection Strategy for Few-Shot Bioacoustic Event Detection
by: Chen, Yaxiong, et al.
Published: (2024)

Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment
by: Hou, Yuanbo, et al.
Published: (2025)

SIGNL: A Label-Efficient Audio Deepfake Detection System via Spectral-Temporal Graph Non-Contrastive Learning
by: Febrinanto, Falih Gozi, et al.
Published: (2025)

Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection
by: He, Ke-Xin, et al.
Published: (2019)

animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics
by: Schäfer-Zimmermann, Julian C., et al.
Published: (2024)

Towards Deep Active Learning in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024)

Perch 2.0: The Bittern Lesson for Bioacoustics
by: van Merriënboer, Bart, et al.
Published: (2025)