SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features

6 August 2021

Papers citing "SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features"

16 / 16 papers shown

Title
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Yue Liu William Chan Quoc V. Le Yonghui Wu 70 138 0 11 Dec 2019
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 68 317 0 12 Nov 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 619 4,780 0 13 May 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 177 3,461 0 18 Apr 2019
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 35 380 0 25 Jul 2018
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 79 2,698 0 16 Dec 2017
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 89 1,153 0 05 Dec 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 280 9,764 0 25 Oct 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 114 3,765 0 15 Aug 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 160 1,825 0 29 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 76 1,146 0 28 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,266 0 05 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 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 180 2,128 0 17 Dec 2014