Few-shot acoustic event detection via meta-learning

Few-shot acoustic event detection via meta-learning

21 February 2020

Ming Sun

Krishna C. Puvvada

Spyros Matsoukas

Papers citing "Few-shot acoustic event detection via meta-learning"

11 / 11 papers shown

Title
Semantic Proximity Alignment: Towards Human Perception-consistent Audio Tagging by Aligning with Label Text Description Youbin Jeon Yanzhen Ren VLM 28 0 0 28 Sep 2023
Learning to detect an animal sound from five examples I. Nolasco Shubhr Singh V. Morfi Vincent Lostanlen A. Strandburg-Peshkin ... Michael G. Emmerson E. Versace E. Grout Haohe Liu D. Stowell 41 37 0 22 May 2023
Few-shot Bioacoustic Event Detection with Machine Learning Methods Leah Chowenhill Gaurav Satyanath Shubhr Singh M. Wagh 16 0 0 09 Aug 2022
Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention Yanxiong Li Wucheng Wang Hao Chen Wenchang Cao Wei Li Qianhua He 14 5 0 24 Apr 2022
MetaAudio: A Few-Shot Audio Classification Benchmark Calum Heggan S. Budgett Timothy M. Hospedales Mehrdad Yaghoobi VLM 33 32 0 05 Apr 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 24 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
Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition Hugo Flores Garcia Aldo Aguilar Ethan Manilow Bryan Pardo 44 32 0 14 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
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 317 11,681 0 09 Mar 2017