Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers

28 July 2021

Papers citing "Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers"

8 / 8 papers shown

Title
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains Andrea Gajic Sudip Vhaduri OOD VLM 51 0 0 05 Apr 2025
Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model H. Soltau Izhak Shafran Alex Ottenwess Joseph R. Duffy Rene L. Utianski L. Barnard John L. Stricker D. Wiepert David T. Jones Hugo Botha 51 2 0 16 Oct 2023
Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning Ilyass Moummad Romain Serizel Nicolas Farrugia 15 2 0 02 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 36 37 0 22 May 2023
Few-shot bioacoustic event detection at the DCASE 2022 challenge I. Nolasco S. Singh E. Vidana-Villa E. Grout J. Morford ... L. Gill H. Pamula Vincent Lostanlen V. Morfi D. Stowell 19 20 0 14 Jul 2022
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 25 233 0 13 Dec 2021
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017