Learning to match transient sound events using attentional similarity for few-shot sound recognition

4 December 2018

Papers citing "Learning to match transient sound events using attentional similarity for few-shot sound recognition"

9 / 9 papers shown

Title
MetaAudio: A Few-Shot Audio Classification Benchmark Calum Heggan S. Budgett Timothy M. Hospedales Mehrdad Yaghoobi VLM 31 32 0 05 Apr 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 25 156 0 07 Mar 2022
Who calls the shots? Rethinking Few-Shot Learning for Audio Yu Wang Nicholas J. Bryan Justin Salamon M. Cartwright J. P. Bello VLM 19 25 0 18 Oct 2021
A Mutual learning framework for Few-shot Sound Event Detection Dongchao Yang Helin Wang Yuexian Zou Zhongjie Ye Wenwu Wang 22 25 0 09 Oct 2021
Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers Piper Wolters Logan Sizemore Chris Daw Brian Hutchinson Lauren A. Phillips 27 11 0 28 Jul 2021
Few-Shot Drum Transcription in Polyphonic Music Yu Wang Justin Salamon M. Cartwright Nicholas J. Bryan J. P. Bello 6 20 0 06 Aug 2020
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments Javier Naranjo-Alcazar Sergi Perez-Castanos P. Zuccarello Ana M. Torres Jose J. Lopez Franscesc J. Ferri M. Cobos 18 15 0 26 Feb 2020
Few-shot acoustic event detection via meta-learning Bowen Shi Ming Sun Krishna C. Puvvada Chieh-Chi Kao Spyros Matsoukas Chao Wang 12 60 0 21 Feb 2020
Metric Learning with Background Noise Class for Few-shot Detection of Rare Sound Events Kazuki Shimada Yuichiro Koyama A. Inoue 6 23 0 30 Oct 2019