A Closer Look at Weak Label Learning for Audio Events

A Closer Look at Weak Label Learning for Audio Events

24 April 2018

Ankit Parag Shah

Alexander G. Hauptmann

Bhiksha Raj

Papers citing "A Closer Look at Weak Label Learning for Audio Events"

10 / 10 papers shown

Title
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 18 17 0 11 May 2023
Ontological Learning from Weak Labels Larry Tang Po-Hao Chou Yilun Zheng Ziqian Ge Ankit Parag Shah Bhiksha Raj NoLa 16 0 0 04 Mar 2022
Training image classifiers using Semi-Weak Label Data Anxiang Zhang Ankit Parag Shah Bhiksha Raj 23 2 0 19 Mar 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 104 144 0 02 Feb 2021
Training Sound Event Detection On A Heterogeneous Dataset Nicolas Turpault Romain Serizel 25 61 0 08 Jul 2020
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 25 35 0 30 Jun 2020
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking Eduardo Fonseca Shawn Hershey Manoj Plakal D. Ellis A. Jansen R. C. Moore Xavier Serra NoLa 25 23 0 02 May 2020
Limitations of weak labels for embedding and tagging Nicolas Turpault Romain Serizel Emmanuel Vincent 23 9 0 05 Feb 2020
Supervised Classifiers for Audio Impairments with Noisy Labels Chandan K. A. Reddy Ross Cutler J. Gehrke NoLa 27 4 0 03 Jul 2019
Learning Sound Event Classifiers from Web Audio with Noisy Labels Eduardo Fonseca Manoj Plakal D. Ellis F. Font Xavier Favory Xavier Serra NoLa 31 110 0 04 Jan 2019