Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

21 February 2017

Emre Çakir

Giambattista Parascandolo

Toni Heittola

Papers citing "Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection"

20 / 70 papers shown

Title
Deep Learning for Audio Signal Processing Hendrik Purwins Bo Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 34 587 0 30 Apr 2019
Semi-supervised Acoustic Event Detection based on tri-training Bowen Shi Ming Sun Chieh-Chi Kao Viktor Rozgic Spyros Matsoukas Chao Wang 35 19 0 29 Apr 2019
Joint Analysis of Acoustic Events and Scenes Based on Multitask Learning Noriyuki Tonami Keisuke Imoto M. Niitsuma Ryosuke Yamanishi Y. Yamashita 14 13 0 27 Apr 2019
Multiscale CNN based Deep Metric Learning for Bioacoustic Classification: Overcoming Training Data Scarcity Using Dynamic Triplet Loss Anshul Thakur Daksh Thapar Padmanabhan Rajan A. Nigam 30 36 0 26 Mar 2019
Sound Event Detection Using Graph Laplacian Regularization Based on Event Co-occurrence Keisuke Imoto Seisuke Kyochi 14 12 0 02 Feb 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events Danilo Comminiello Marco Lella Simone Scardapane A. Uncini 3DPC 19 58 0 17 Dec 2018
Increase Apparent Public Speaking Fluency By Speech Augmentation Sagnik Das Nisha Gandhi Tejas Naik Roy Shilkrot 25 6 0 09 Dec 2018
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection Sandeep Reddy Kothinti Keisuke Imoto D. Chakrabarty Gregory Sell Shinji Watanabe Mounya Elhilali 16 26 0 09 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 19 18 0 02 Nov 2018
Acoustic Features Fusion using Attentive Multi-channel Deep Architecture Gaurav Bhatt Akshita Gupta Aditya Arora Balasubramanian Raman 25 3 0 02 Nov 2018
Acoustic Scene Classification: A Competition Review Shayan Gharib Honain Derrar Daisuke Niizumi Tuukka Senttula Janne Tommola Toni Heittola Tuomas Virtanen H. Huttunen 33 18 0 02 Aug 2018
Automatic acoustic detection of birds through deep learning: the first Bird Audio Detection challenge D. Stowell Y. Stylianou Mike Wood H. Pamula H. Glotin 36 307 0 16 Jul 2018
End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input Emre Çakir Tuomas Virtanen 27 36 0 09 May 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 30 148 0 26 Apr 2018
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features Sharath Adavanne Archontis Politis Tuomas Virtanen 3DPC 17 41 0 29 Jan 2018
Unsupervised Learning of Semantic Audio Representations A. Jansen Manoj Plakal R. Pandya D. Ellis Shawn Hershey Jiayang Liu R. C. Moore Rif A. Saurous SSL 25 131 0 06 Nov 2017
Convolutional Recurrent Neural Networks for Electrocardiogram Classification Martin Zihlmann Dmytro Perekrestenko Michael Tschannen 27 215 0 17 Oct 2017
DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection Huy P Phan Martin Krawczyk-Becker Timo Gerkmann Alfred Mertins 24 38 0 10 Aug 2017
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Sharath Adavanne Konstantinos Drossos Emre Çakir Tuomas Virtanen 26 60 0 07 Jun 2017
Convolutional Recurrent Neural Networks for Bird Audio Detection Emre Çakir Sharath Adavanne Giambattista Parascandolo Konstantinos Drossos Tuomas Virtanen ObjD 21 97 0 07 Mar 2017