Cover Image

Few-Shot Bioacoustic Event Detection with Frame-Level Embedding Learning System

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, PengYuan, Lu, ChengWei, Zou, Liang
Format:	Preprint
Published:	2024
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

Zero- and Few-shot Sound Event Localization and Detection
by: Shimada, Kazuki, et al.
Published: (2023)

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

Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning
by: Lindholm, Richard, et al.
Published: (2025)

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

Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
by: Zhang, Shiqi, et al.
Published: (2025)

Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation
by: Yang, Mu, et al.
Published: (2024)

Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection
by: Guan, Yadong, et al.
Published: (2024)

The Universal Personalizer: Few-Shot Dysarthric Speech Recognition via Meta-Learning
by: Agarwal, Dhruuv, et al.
Published: (2025)

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

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)

Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy
by: Zhao, Botao, et al.
Published: (2025)

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

A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks
by: Sobhdel, Amirreza, et al.
Published: (2021)

Self-supervised Learning for Acoustic Few-Shot Classification
by: Liang, Jingyong, et al.
Published: (2024)

Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
by: Dixit, Satvik, et al.
Published: (2024)

Few-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models
by: Zezario, Ryandhimas E., et al.
Published: (2026)

The THU-HCSI Multi-Speaker Multi-Lingual Few-Shot Voice Cloning System for LIMMITS'24 Challenge
by: Zhou, Yixuan, et al.
Published: (2024)

Learning How to Listen: A Temporal-Frequential Attention Model for Sound Event Detection
by: Shen, Yu-Han, et al.
Published: (2018)

Speech Enhancement with Overlapped-Frame Information Fusion and Causal Self-Attention
by: Zhang, Yuewei, et al.
Published: (2025)

Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
by: Wang, Tianrui, et al.
Published: (2025)

IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
by: Deng, Wei, et al.
Published: (2025)

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

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

Quantization-Based Score Calibration for Few-Shot Keyword Spotting with Dynamic Time Warping in Noisy Environments
by: Wilkinghoff, Kevin, et al.
Published: (2025)

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes
by: Glazer, Neta, et al.
Published: (2025)

FGCL: Fine-grained Contrastive Learning For Mandarin Stuttering Event Detection
by: Jiang, Han, et al.
Published: (2024)

UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection
by: Xiao, Yang, et al.
Published: (2024)

Unified Audio Event Detection
by: Jiang, Yidi, et al.
Published: (2024)

A Few-Shot Approach to Dysarthric Speech Intelligibility Level Classification Using Transformers
by: Chowdary, Paleti Nikhil, et al.
Published: (2023)

A Two-Step Learning Framework for Enhancing Sound Event Localization and Detection
by: Yu, Hogeon
Published: (2025)

Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection
by: Hu, Jinbo, et al.
Published: (2023)

Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification
by: Yang, Wenhao, et al.
Published: (2024)

Robust Wake Word Spotting With Frame-Level Cross-Modal Attention Based Audio-Visual Conformer
by: Wang, Haoxu, et al.
Published: (2024)

Experimental Results of Underwater Sound Speed Profile Inversion by Few-shot Multi-task Learning
by: Huang, Wei, et al.
Published: (2023)

WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System
by: Xiao, Yang, et al.
Published: (2024)

Harmonic Detection from Noisy Speech with Auditory Frame Gain for Intelligibility Enhancement
by: Queiroz, A., et al.
Published: (2024)