An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition

21 December 2018

Papers citing "An Empirical Analysis of Deep Audio-Visual Models for Speech Recognition"

24 / 24 papers shown

Title
Bounding Box Regression with Uncertainty for Accurate Object Detection Yihui He Chenchen Zhu Jianren Wang Marios Savvides Xinming Zhang ObjD 74 466 0 23 Sep 2018
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition George Sterpu Christian Saam N. Harte 59 65 0 05 Sep 2018
MnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan Bo Chen Ruoming Pang Vijay Vasudevan Mark Sandler Andrew G. Howard Quoc V. Le MQ 109 2,995 0 31 Jul 2018
Large-Scale Visual Speech Recognition Brendan Shillingford Yannis Assael Matthew W. Hoffman T. Paine Cían Hughes ... Marie Mulville Ben Coppin Ben Laurie A. Senior Nando de Freitas 53 152 0 13 Jul 2018
Deep Lip Reading: a comparison of models and an online application Triantafyllos Afouras Joon Son Chung Andrew Zisserman 53 118 0 15 Jun 2018
The Conversation: Deep Audio-Visual Speech Enhancement Triantafyllos Afouras Joon Son Chung Andrew Zisserman 72 360 0 11 Apr 2018
End-to-end Audiovisual Speech Recognition Stavros Petridis Themos Stafylakis Pingchuan Ma Feipeng Cai Georgios Tzimiropoulos Maja Pantic 64 250 0 18 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 80 1,348 0 10 Feb 2018
Channel Pruning for Accelerating Very Deep Neural Networks Yihui He Xiangyu Zhang Jian Sun 194 2,519 0 19 Jul 2017
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition A. Torfi Seyed Mehdi Iranmanesh Nasser M. Nasrabadi J. Dawson 21 103 0 18 Jun 2017
Combining Residual Networks with LSTMs for Lipreading Themos Stafylakis Georgios Tzimiropoulos VLM 52 307 0 12 Mar 2017
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 245 788 0 16 Nov 2016
LipNet: End-to-End Sentence-level Lipreading Yannis Assael Brendan Shillingford Shimon Whiteson Nando de Freitas 59 395 0 05 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 953 14,493 0 07 Oct 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 190 5,706 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 147 2,261 0 05 Aug 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 425 61,900 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 284 24,976 0 30 Apr 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 361 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.1K 99,991 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 338 43,290 0 01 May 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 389 15,825 0 12 Nov 2013
Speech Recognition by Machine, A Review M. Anusuya S. Katti 68 394 0 13 Jan 2010