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Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data

12 April 2018

Papers citing "Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data"

24 / 24 papers shown

Title
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning Tom Dooney Harsh Narola Stefano Bromuri R. L. Curier C. Broeck Sarah Caudill D. Tan 173 0 0 30 Jan 2025
Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis Masahiro Yasuda Noboru Harada Yasunori Ohishi Shoichiro Saito Akira Nakayama Nobutaka Ono 94 4 0 12 Apr 2024
Robust Time Series Denoising with Learnable Wavelet Packet Transform Gaetan Frusque Olga Fink OOD AI4TS 73 30 0 13 Jun 2022
A Mixed supervised Learning Framework for Target Sound Detection Dongchao Yang Helin Wang Yuexian Zou Wenwu Wang 57 0 0 05 Apr 2022
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion Masahiro Yasuda Yasunori Ohishi Shoichiro Saito Noboru Harada 74 13 0 18 Feb 2022
VoiceFixer: Toward General Speech Restoration with Neural Vocoder Haohe Liu Qiuqiang Kong Qiao Tian Yan Zhao DeLiang Wang Chuanzeng Huang Yuxuan Wang 87 58 0 28 Sep 2021
Improving weakly supervised sound event detection with self-supervised auxiliary tasks Soham Deshmukh Bhiksha Raj Rita Singh 51 11 0 12 Jun 2021
Voice activity detection in the wild: A data-driven approach using teacher-student training Heinrich Dinkel Shuai Wang Xuenan Xu Mengyue Wu K. Yu VLM 40 33 0 10 May 2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes Aurora Cramer M. Cartwright Fatemeh Pishdadian J. P. Bello 58 2 0 06 May 2021
Anomalous Sound Detection with Machine Learning: A Systematic Review E. C. Nunes 145 30 0 15 Feb 2021
Interpreting glottal flow dynamics for detecting COVID-19 from voice Soham Deshmukh Mahmoud Al Ismail Rita Singh 79 25 0 29 Oct 2020
Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection Soham Deshmukh Bhiksha Raj Rita Singh 50 8 0 17 Aug 2020
Voice activity detection in the wild via weakly supervised sound event detection Heinrich Dinkel Yefei Chen Mengyue Wu Kai Yu 60 2 0 27 Mar 2020
Source separation with weakly labelled data: An approach to computational auditory scene analysis Qiuqiang Kong Yuxuan Wang Xuchen Song Yin Cao Wenwu Wang Mark D. Plumbley 98 47 0 06 Feb 2020
Cross-scale Attention Model for Acoustic Event Classification Xugang Lu Peng Shen Sheng Li Yu Tsao Hisashi Kawai 23 2 0 27 Dec 2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian Gordon Wichern Jonathan Le Roux 74 43 0 06 Nov 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Guided learning for weakly-labeled semi-supervised sound event detection Liwei Lin Xiangdong Wang Hong Liu Yueliang Qian 42 29 0 06 Jun 2019
Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering Yuanbo Hou Qiuqiang Kong Shengchen Li Mark D. Plumbley 55 15 0 27 Apr 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection Ke-Xin He Yuhan Shen Weiqiang Zhang 68 6 0 28 Mar 2019
Audio Caption: Listen and Tell Mengyue Wu Heinrich Dinkel Kai Yu 97 61 0 25 Feb 2019
Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units Yuanbo Hou Qiuqiang Kong Jun Wang Shengchen Li 35 22 0 17 Nov 2018
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks Huy P Phan Oliver Y. Chén P. Koch L. D. Pham Ian Mcloughlin Alfred Mertins M. D. Vos 60 18 0 02 Nov 2018
Audio Tagging With Connectionist Temporal Classification Model Using Sequential Labelled Data Yuanbo Hou Qiuqiang Kong Shengchen Li 31 8 0 06 Aug 2018