Active Learning for Sound Event Detection

v1v2 (latest)

Active Learning for Sound Event Detection

12 February 2020

Toni Heittola

Tuomas Virtanen

ArXiv (abs)PDF HTML

Papers citing "Active Learning for Sound Event Detection"

11 / 11 papers shown

Title
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection Shiqi Zhang Tuomas Virtanen 12 0 0 27 May 2025
Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning Richard Lindholm Oscar Marklund Olof Mogren John Martinsson 78 0 0 04 Mar 2025
Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data Laia Garrobé Fonollosa Douglas Gillespie L. Stanković V. Stanković Luke Rendell 49 0 0 22 Oct 2024
Information-Theoretic Active Correlation Clustering Linus Aronsson M. Chehreghani 66 0 0 05 Feb 2024
Deep Active Audio Feature Learning in Resource-Constrained Environments Md Mohaimenuzzaman Christoph Bergmeir B. Meyer 33 2 0 25 Aug 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 78 2 0 31 May 2023
A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction P. Samoaa Linus Aronsson Antonio Longa Philipp Leitner M. Chehreghani 64 6 0 06 Apr 2023
Correlation Clustering with Active Learning of Pairwise Similarities Linus Aronsson M. Chehreghani 81 4 0 20 Feb 2023
Latent Neural Stochastic Differential Equations for Change Point Detection Artem Sergeevich Ryzhikov M. Hushchyn D. Derkach 59 2 0 22 Aug 2022
Improving the quality control of seismic data through active learning Mathieu Chambefort Raphael Butez E. Chautru Stephan Clémençon 16 2 0 17 Jan 2022
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 118 467 0 01 Oct 2020