Very Deep Convolutional Neural Networks for Raw Waveforms

1 October 2016

Papers citing "Very Deep Convolutional Neural Networks for Raw Waveforms"

28 / 78 papers shown

Title
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 71 276 0 18 Apr 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich 77 43 0 08 Apr 2019
Direct Modelling of Speech Emotion from Raw Speech S. Latif R. Rana Sara Khalifa Raja Jurdak J. Epps 114 103 0 08 Apr 2019
AclNet: efficient end-to-end audio classification CNN Jonathan Huang Juan Jose Alvarado Leanos 61 52 0 16 Nov 2018
Deep Convolutional Neural Network with Mixup for Environmental Sound Classification Zhichao Zhang Shugong Xu Shan Cao Shunqing Zhang 58 128 0 25 Aug 2018
AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark Sören Becker Johanna Vielhaben M. Ackermann Klaus-Robert Muller Sebastian Lapuschkin Wojciech Samek XAI 115 100 0 09 Jul 2018
Compact and Computationally Efficient Representation of Deep Neural Networks Simon Wiedemann K. Müller Wojciech Samek MQ 87 71 0 27 May 2018
Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features Boqing Zhu Kele Xu Dezhi Wang Lilun Zhang Bo Li Yuxing Peng 46 14 0 24 May 2018
End-to-End Speech-Driven Facial Animation with Temporal GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic CVBM 87 103 0 23 May 2018
Real-time regression analysis with deep convolutional neural networks Eliu A. Huerta D. George Zhizhen Zhao Gabrielle Allen 77 4 0 07 May 2018
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization R. Abreu J. Santos Eduardo Bezerra 28 8 0 28 Apr 2018
ASR Performance Prediction on Unseen Broadcast Programs using Convolutional Neural Networks Z. Elloumi Laurent Besacier Olivier Galibert Juliette Kahn Benjamin Lecouteux 43 9 0 23 Apr 2018
Learning Environmental Sounds with Multi-scale Convolutional Neural Network Boqing Zhu Changjian Wang Feng Liu Jin Lei Zengquan Lu Yuxing Peng 68 64 0 25 Mar 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
Between-class Learning for Image Classification Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 89 207 0 28 Nov 2017
Learning from Between-class Examples for Deep Sound Recognition Yuji Tokozume Yoshitaka Ushiku Tatsuya Harada SSL 94 237 0 28 Nov 2017
DNN Transfer Learning based Non-linear Feature Extraction for Acoustic Event Classification Seongkyu Mun Minkyu Shin Suwon Shon Wooil Kim D. Han Hanseok Ko 41 14 0 11 Aug 2017
Raw Waveform-based Speech Enhancement by Fully Convolutional Networks Szu-Wei Fu Yu Tsao Xugang Lu Hisashi Kawai 78 197 0 07 Mar 2017
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 771 37,971 0 20 May 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 304 11,167 0 14 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.5K 195,053 0 10 Dec 2015
Very Deep Multilingual Convolutional Neural Networks for LVCSR Tom Sercu Christian Puhrsch Brian Kingsbury Yann LeCun 85 224 0 29 Sep 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 512 13,194 0 12 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 562 43,400 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.5K 150,597 0 22 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 205 2,131 0 17 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 543 43,764 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 2.0K 100,738 0 04 Sep 2014