Papers citing 'Deep Speech 2: End-to-End Speech Recognition in English and Mandarin'

Title
i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning Kibok Lee Yian Zhu Kihyuk Sohn Chun-Liang Li Jinwoo Shin Honglak Lee SSL 187 26 0 17 Oct 2020
Adaptive Dense-to-Sparse Paradigm for Pruning Online Recommendation System with Non-Stationary Data Mao Ye Dhruv Choudhary Jiecao Yu Ellie Wen Zeliang Chen Jiyan Yang Jongsoo Park Qiang Liu A. Kejariwal 179 9 0 16 Oct 2020
DeepIntent: ImplicitIntent based Android IDS with E2E Deep Learning architecture Mohit Sewak S. K. Sahay Hemant Rathore 91 11 0 16 Oct 2020
Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification P. Rangan Sundeep Teki Hemant Misra 93 23 0 14 Oct 2020
Revisiting BFloat16 Training Pedram Zamirai Jian Zhang Christopher R. Aberger Christopher De Sa FedML MQ 184 21 0 13 Oct 2020
Improving Low Resource Code-switched ASR using Augmented Code-switched TTS Yash Sharma Basil Abraham Karan Taneja Preethi Jyothi 130 22 0 12 Oct 2020
Double Forward Propagation for Memorized Batch NormalizationAAAI Conference on Artificial Intelligence (AAAI), 2018 Yong Guo Qingyao Wu Chaorui Deng Jian Chen Zhuliang Yu 118 29 0 10 Oct 2020
Deep Autoencoder based Energy Method for the Bending, Vibration, and Buckling Analysis of Kirchhoff Plates X. Zhuang Hongwei Guo N. Alajlan Timon Rabczuk AI4CE 158 366 0 09 Oct 2020
Analysis of three dimensional potential problems in non-homogeneous media with physics-informed deep collocation method using material transfer learning and sensitivity analysisEngineering computations (Eng. Comput.), 2020 Hongwei Guo X. Zhuang Pengwan Chen N. Alajlan Timon Rabczuk 218 70 0 03 Oct 2020
Differentiable Weighted Finite-State Transducers Awni Y. Hannun Vineel Pratap Jacob Kahn Wei-Ning Hsu 252 29 0 02 Oct 2020
A Unifying Review of Deep and Shallow Anomaly DetectionProceedings of the IEEE (Proc. IEEE), 2020 Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Matthias Kirchler Thomas G. Dietterich Klaus-Robert Muller UQCV 552 930 0 24 Sep 2020
E-BATCH: Energy-Efficient and High-Throughput RNN BatchingACM Transactions on Architecture and Code Optimization (TACO) (TACO), 2020 Franyell Silfa J. Arnau Antonio González 91 13 0 22 Sep 2020
Curriculum Learning with Diversity for Supervised Computer Vision Tasks Petru Soviany 131 14 0 22 Sep 2020
End-to-End Bengali Speech Recognition S. Mandal Sarthak Yadav A. Rai 81 10 0 21 Sep 2020
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning Changyang She Chengjian Sun Zhouyou Gu Yonghui Li Chenyang Yang H. Vincent Poor Branka Vucetic 251 17 0 13 Sep 2020
KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition Soohwan Kim Seyoung Bae Cheolhwang Won VLM 155 4 0 07 Sep 2020
Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance A. Lohn 158 14 0 02 Sep 2020
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep LearningUSENIX Symposium on Operating Systems Design and Implementation (OSDI), 2020 Aurick Qiao Sang Keun Choe Suhas Jayaram Subramanya Willie Neiswanger Qirong Ho Hao Zhang G. Ganger Eric Xing VLM 201 222 0 27 Aug 2020
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads Deepak Narayanan Keshav Santhanam Fiodar Kazhamiaka Amar Phanishayee Matei A. Zaharia 134 251 0 20 Aug 2020
Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training Geoffrey X. Yu Tovi Grossman Gennady Pekhimenko 130 18 0 15 Aug 2020
MASRI-HEADSET: A Maltese Corpus for Speech Recognition C. Mena Albert Gatt A. DeMarco Claudia Borg Lonneke van der Plas Amanda Muscat Ian Padovani 100 15 0 13 Aug 2020
Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems: Applications to Earth Systems Modeling Nishant Yadav S. Ravela A. Ganguly OOD AI4Cl AI4CE 161 3 0 12 Aug 2020
Transformer with Bidirectional Decoder for Speech RecognitionInterspeech (Interspeech), 2020 Xi Chen Songyang Zhang Dandan Song P. Ouyang Shouyi Yin 123 15 0 11 Aug 2020
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech RecognitionInterspeech (Interspeech), 2020 Egor Lakomkin Jahn Heymann Ilya Sklyar Simon Wiesler 83 8 0 10 Aug 2020
Hard Class Rectification for Domain AdaptationKnowledge-Based Systems (KBS), 2020 Yunlong Zhang Changxing Jing Huangxing Lin Chaoqi Chen Yue Huang Xinghao Ding Yang Zou 131 11 0 08 Aug 2020
Weakly Supervised Construction of ASR Systems with Massive Video Data Mengli Cheng Chengyu Wang Xu Hu Yanjie Liang Xiaobo Wang 93 0 0 04 Aug 2020
A Spectral Energy Distance for Parallel Speech Synthesis A. Gritsenko Tim Salimans Rianne van den Berg Jasper Snoek Nal Kalchbrenner 223 77 0 03 Aug 2020
Removing Backdoor-Based Watermarks in Neural Networks with Limited DataInternational Conference on Pattern Recognition (ICPR), 2020 Xuankai Liu Fengting Li Bihan Wen Qi Li AAML 153 65 0 02 Aug 2020
Multi-node Bert-pretraining: Cost-efficient Approach Jiahuang Lin Xuelong Li Gennady Pekhimenko 148 14 0 01 Aug 2020
Fully Dynamic Inference with Deep Neural NetworksIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2020 Wenhan Xia Hongxu Yin Xiaoliang Dai N. Jha 3DH BDL 194 49 0 29 Jul 2020
Privacy-preserving Voice Analysis via Disentangled Representations Ranya Aloufi Hamed Haddadi David E. Boyle DRL 284 62 0 29 Jul 2020
Distributionally Robust Losses for Latent Covariate MixturesOperational Research (OR), 2020 John C. Duchi Tatsunori Hashimoto Hongseok Namkoong 168 87 0 28 Jul 2020
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid ParallelismIEEE Transactions on Parallel and Distributed Systems (TPDS), 2020 Yosuke Oyama N. Maruyama Nikoli Dryden Erin McCarthy P. Harrington J. Balewski Satoshi Matsuoka Peter Nugent B. Van Essen 3DV AI4CE 164 40 0 25 Jul 2020
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks Suchita Pati Shaizeen Aga Matthew D. Sinclair Nuwan Jayasena 126 10 0 20 Jul 2020
Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised LearningNeural Information Processing Systems (NeurIPS), 2020 Jaehyung Kim Youngbum Hur Sejun Park Eunho Yang Sung Ju Hwang Jinwoo Shin 205 184 0 17 Jul 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 281 626 0 10 Jul 2020
AdaScale SGD: A User-Friendly Algorithm for Distributed TrainingInternational Conference on Machine Learning (ICML), 2020 Tyler B. Johnson Pulkit Agrawal Haijie Gu Carlos Guestrin ODL 146 40 0 09 Jul 2020
XSleepNet: Multi-View Sequential Model for Automatic Sleep StagingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Huy P Phan Oliver Y. Chén M. Tran P. Koch Alfred Mertins M. D. Vos AI4TS 384 271 0 08 Jul 2020
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition Hengguan Huang Fuzhao Xue Hongya Wang Ye Wang BDL 129 18 0 04 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 267 98 0 02 Jul 2020
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 298 148 0 01 Jul 2020
Streaming Transformer ASR with Blockwise Synchronous Beam Search E. Tsunoo Yosuke Kashiwagi Shinji Watanabe 288 11 0 25 Jun 2020
Black-box Adaptation of ASR for Accented SpeechInterspeech (Interspeech), 2020 Kartik Khandelwal Preethi Jyothi Abhijeet Awasthi Sunita Sarawagi 142 11 0 24 Jun 2020
Learning to Generate Noise for Multi-Attack Robustness Divyam Madaan Jinwoo Shin Sung Ju Hwang NoLa AAML 398 29 0 22 Jun 2020
Bayesian Neural Networks: An Introduction and Survey Ethan Goan Clinton Fookes BDL UQCV 210 252 0 22 Jun 2020
Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees Ahnjae Shin Do Yoon Kim Joo Seong Jeong Byung-Gon Chun 132 5 0 22 Jun 2020
Exploiting Contextual Information with Deep Neural Networks Ismail Elezi 177 3 0 21 Jun 2020
Adversarial Examples Detection and Analysis with Layer-wise Autoencoders Bartosz Wójcik P. Morawiecki Marek Śmieja Tomasz Krzy.zek Przemysław Spurek Jacek Tabor GAN 133 15 0 17 Jun 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks Sinong Wang Madian Khabsa Hao Ma 100 28 0 15 Jun 2020
Emotion Recognition in Audio and Video Using Deep Neural Networks Mandeep Singh Yuanye Fang 103 19 0 15 Jun 2020