Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection

24 May 2022

Papers citing "Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection"

7 / 7 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
Meta-Learning in Audio and Speech Processing: An End to End Comprehensive Review Athul Raimon Shubha Masti Shyam K Sateesh Siyani Vengatagiri Bhaskarjyoti Das VLM AI4TS 38 1 0 19 Aug 2024
Learning to Detect Novel and Fine-Grained Acoustic Sequences Using Pretrained Audio Representations Vasudha Kowtha Miquel Espi Marques Jonathan Huang Yichi Zhang C. Avendaño AI4TS 19 0 0 03 May 2023
HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification Zhongjie Yu Shuyang Wang Lin Chen Zhongwei Cheng VLM 13 3 0 27 Feb 2023
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Chendong Zhao Jianzong Wang Wentao Wei Xiaoyang Qu Haoqian Wang Jing Xiao 41 2 0 30 Sep 2022
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf H. Kervadec Imtiaz Masud Ziko Pablo Piantanida Ismail Ben Ayed Jose Dolz VLM 177 188 0 11 Dec 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 362 11,700 0 09 Mar 2017