Title
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino SSL 89 58 0 15 Apr 2022
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification J. Oliveira F. Renna P. D. Costa Marcelo Nogueira Cristina Oliveira ... A. Elola Ali Bahrami Rad Reza Sameni Gari D. Clifford M. Coimbra 43 138 0 02 Aug 2021
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings Tharindu Fernando Sridha Sridharan Simon Denman H. Ghaemmaghami Clinton Fookes 60 28 0 30 Jun 2021
Acoustic Scene Classification Using Multichannel Observation with Partially Missing Channels Keisuke Imoto 29 8 0 05 May 2021
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1 Fu-Shun Hsu Shang-Ran Huang Chien-Wen Huang Chao-Jung Huang Yuan-Ren Cheng ... Yi-Lin Wu Tzu-Ling Tzeng Ching-Ting Tseng Yi-Tsun Chen F. Lai 71 55 0 05 Feb 2021
Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds Dat Ngo L. D. Pham A. Nguyen Ben Phan Khoa Tran Truong Thao Nguyen 49 22 0 26 Dec 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 45 55 0 03 Mar 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 199 1,084 0 21 Dec 2019
Deep auscultation: Predicting respiratory anomalies and diseases via recurrent neural networks D. Perna Andrea Tagarelli 50 100 0 11 Jul 2019
Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments Romain Serizel Nicolas Turpault Hamid Eghbalzadeh Ankit Parag Shah 52 140 0 27 Jul 2018
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Tuomas Virtanen ObjD 50 546 0 21 Feb 2017
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 130 2,510 0 29 Sep 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015