Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network

9 October 2017

Papers citing "Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network"

18 / 18 papers shown

Title
Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-supervised Sound Event Detection Janek Ebbers Reinhold Haeb-Umbach 44 13 0 11 Mar 2021
Towards duration robust weakly supervised sound event detection Heinrich Dinkel Mengyue Wu Kai Yu 58 49 0 19 Jan 2021
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 73 35 0 30 Jun 2020
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision Fatemeh Pishdadian Gordon Wichern Jonathan Le Roux 77 43 0 06 Nov 2019
Secost: Sequential co-supervision for large scale weakly labeled audio event detection Anurag Kumar V. Ithapu NoLa 91 7 0 25 Oct 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Polyphonic Sound Event and Sound Activity Detection: A Multi-task approach Arjun Pankajakshan Helen L. Bear Emmanouil Benetos 64 9 0 11 Jul 2019
Weakly-Supervised Temporal Localization via Occurrence Count Learning Julien Schroeter K. Sidorov David Marshall 43 12 0 17 May 2019
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction Ruihan Hu Qijun Huang Sheng Chang Hao Wang Jin He UQCV 66 32 0 25 Feb 2019
End-to-End Classification of Reverberant Rooms using DNNs C. Papayiannis C. Evers Patrick A. Naylor 52 12 0 21 Dec 2018
NIPS4Bplus: a richly annotated birdsong audio dataset Veronica Morfi Madhusanka Liyanage An Braeken H. Glotin D. Stowell VLM 76 26 0 06 Nov 2018
Weakly supervised CRNN system for sound event detection with large-scale unlabeled in-domain data Dezhi Wang Lilun Zhang C. Bao Kele Xu Boqing Zhu Qiuqiang Kong 50 6 0 01 Nov 2018
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 337 38 0 12 Aug 2018
Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning Veronica Morfi D. Stowell 72 15 0 17 Jul 2018
Deep Learning for Audio Transcription on Low-Resource Datasets Veronica Morfi D. Stowell 82 4 0 10 Jul 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 106 148 0 26 Apr 2018
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data Qiuqiang Kong Yong-mei Xu I. Sobieraj Wenwu Wang Mark D. Plumbley 78 115 0 12 Apr 2018
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Jongpil Lee Taejun Kim Jiyoung Park Juhan Nam 53 67 0 04 Dec 2017