Title
Training ASR models by Generation of Contextual InformationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Kritika Singh Dmytro Okhonko Jun Liu Yongqiang Wang Frank Zhang ... Sergey Edunov Fuchun Peng Yatharth Saraf Geoffrey Zweig Abdel-rahman Mohamed 136 7 0 27 Oct 2019
Meta Learning for End-to-End Low-Resource Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 108 114 0 26 Oct 2019
A holistic approach to polyphonic music transcription with neural networksInternational Society for Music Information Retrieval Conference (ISMIR), 2019 Miguel A. Román A. Pertusa Jorge Calvo-Zaragoza 108 32 0 26 Oct 2019
Towards Online End-to-end Transformer Automatic Speech Recognition E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 152 32 0 25 Oct 2019
Recognizing long-form speech using streaming end-to-end modelsAutomatic Speech Recognition & Understanding (ASRU), 2019 A. Narayanan Rohit Prabhavalkar Chung-Cheng Chiu David Rybach Tara N. Sainath Trevor Strohman 160 135 0 24 Oct 2019
Low-frequency Compensated Synthetic Impulse Responses for Improved Far-field Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Zhenyu Tang Hsien-Yu Meng Tianyi Zhou 148 12 0 23 Oct 2019
Complex Transformer: A Framework for Modeling Complex-Valued SequenceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Muqiao Yang Martin Q. Ma Dongyu Li Yifan Hao Ruslan Salakhutdinov ViT 220 52 0 22 Oct 2019
No-regret Non-convex Online Meta-LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Zhenxun Zhuang Yunlong Wang Kezi Yu Songtao Lu CLL OffRL 226 15 0 22 Oct 2019
ELSA: A Throughput-Optimized Design of an LSTM Accelerator for Energy-Constrained DevicesACM Transactions on Embedded Computing Systems (ACM TECS), 2019 E. Azari S. Vrudhula 155 5 0 19 Oct 2019
Label-efficient audio classification through multitask learning and self-supervision Tyler Lee Ting Gong Suchismita Padhy Andrew Rouditchenko A. Ndirango SSL VLM 121 7 0 19 Oct 2019
Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms Z. Q. Lin M. Shafiee S. Bochkarev Michael St. Jules Xiao Yu Wang A. Wong FAtt 158 85 0 16 Oct 2019
Transformer ASR with Contextual Block ProcessingAutomatic Speech Recognition & Understanding (ASRU), 2019 E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 224 69 0 16 Oct 2019
MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Xuankai Chang Wangyou Zhang Y. Qian Jonathan Le Roux Shinji Watanabe 166 124 0 15 Oct 2019
vq-wav2vec: Self-Supervised Learning of Discrete Speech RepresentationsInternational Conference on Learning Representations (ICLR), 2019 Alexei Baevski Steffen Schneider Michael Auli SSL 549 713 0 12 Oct 2019
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey Bin Qian Jie Su Z. Wen D. N. Jha Yinhao Li ... Albert Y. Zomaya Omer F. Rana Lizhe Wang Maciej Koutny R. Ranjan 233 4 0 11 Oct 2019
Hear "No Evil", See "Kenansville": Efficient and Transferable Black-Box Attacks on Speech Recognition and Voice Identification Systems H. Abdullah Muhammad Sajidur Rahman Washington Garcia Logan Blue Kevin Warren Anurag Swarnim Yadav T. Shrimpton Patrick Traynor AAML 141 95 0 11 Oct 2019
Contract Statements Knowledge Service for ChatbotsIEEE International Conference on Systems, Man and Cybernetics (SMC), 2019 Boris Ruf Matteo Sammarco Marcin Detyniecki AILaw 61 1 0 10 Oct 2019
One-To-Many Multilingual End-to-end Speech TranslationAutomatic Speech Recognition & Understanding (ASRU), 2019 Mattia Antonino Di Gangi Matteo Negri Marco Turchi 164 52 0 08 Oct 2019
Sequence embeddings help to identify fraudulent cases in healthcare insurance I. Fursov A. Zaytsev R. Khasyanov Martin Spindler Evgeny Burnaev MedIm 164 8 0 07 Oct 2019
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Duc Le Xiaohui Zhang Weiyi Zheng C. Fügen Geoffrey Zweig M. Seltzer 167 65 0 02 Oct 2019
Recent Advances in End-to-End Spoken Language UnderstandingInternational Conference on Statistical Language and Speech Processing (ICSLSP), 2019 N. Tomashenko Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 135 29 0 29 Sep 2019
Self-Attention Transducers for End-to-End Speech RecognitionInterspeech (Interspeech), 2019 Zhengkun Tian Jiangyan Yi Jianhua Tao Ye Bai Zhengqi Wen AI4TS 144 75 0 28 Sep 2019
Improving RNN Transducer Modeling for End-to-End Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2019 Jinyu Li Rui Zhao Hu Hu Jiawei Liu 170 176 0 26 Sep 2019
Scaling data-driven robotics with reward sketching and batch reinforcement learning Serkan Cabi Sergio Gomez Colmenarejo Alexander Novikov Ksenia Konyushkova Scott E. Reed ... David Barker Jonathan Scholz Misha Denil Nando de Freitas Ziyun Wang OffRL 238 30 0 26 Sep 2019
DARTS: Dialectal Arabic Transcription System Sameer Khurana Ahmed M. Ali James R. Glass 136 11 0 26 Sep 2019
High Fidelity Speech Synthesis with Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2019 Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 549 260 0 25 Sep 2019
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASRSpoken Language Technology Workshop (SLT), 2018 Hirofumi Inaguma Masato Mimura S. Sakai Tatsuya Kawahara 78 5 0 22 Sep 2019
Using Statistics to Automate Stochastic OptimizationNeural Information Processing Systems (NeurIPS), 2019 Hunter Lang Pengchuan Zhang Lin Xiao 128 24 0 21 Sep 2019
Distributed Parameter Estimation in Randomized One-hidden-layer Neural NetworksAmerican Control Conference (ACC), 2019 Yinsong Wang Shahin Shahrampour FedML 184 1 0 20 Sep 2019
A Simple yet Effective Baseline for Robust Deep Learning with Noisy Labels Yucen Luo Jun Zhu Tomas Pfister NoLa 192 7 0 20 Sep 2019
Training Robust Deep Neural Networks via Adversarial Noise PropagationIEEE Transactions on Image Processing (TIP), 2019 Aishan Liu Xianglong Liu Chongzhi Zhang Hang Yu Qiang Liu Dacheng Tao AAML 110 132 0 19 Sep 2019
A Comparison of Hybrid and End-to-End Models for Syllable RecognitionInternational Conference on Text, Speech and Dialogue (TSD), 2019 Sebastian P. Bayerl Korbinian Riedhammer 91 2 0 19 Sep 2019
Espresso: A Fast End-to-end Neural Speech Recognition ToolkitAutomatic Speech Recognition & Understanding (ASRU), 2019 Yiming Wang Tongfei Chen Hainan Xu Shuoyang Ding Hang Lv Yiwen Shao Nanyun Peng Lei Xie Shinji Watanabe Sanjeev Khudanpur VLM 177 75 0 18 Sep 2019
Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training Yuxin Wang Qiang-qiang Wang Shaoshuai Shi Xin He Zhenheng Tang Kaiyong Zhao Xiaowen Chu 352 4 0 15 Sep 2019
Multilingual Graphemic Hybrid ASR with Massive Data AugmentationWorkshop on Spoken Language Technologies for Under-resourced Languages (SLTU), 2019 Chunxi Liu Qiaochu Zhang Xiaohui Zhang Kritika Singh Yatharth Saraf Geoffrey Zweig 233 31 0 14 Sep 2019
Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving M. Shafiee M. Nentwig Y. Kassahun Francis Li S. Bochkarev Akif Kamal D. Dolson Secil Altintas Arif Virani A. Wong 146 3 0 12 Sep 2019
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization Alireza Ghods D. Cook 127 1 0 10 Sep 2019
Preech: A System for Privacy-Preserving Speech TranscriptionUSENIX Security Symposium (USENIX Security), 2019 Shimaa Ahmed Amrita Roy Chowdhury Kassem Fawaz P. Ramanathan 371 50 0 09 Sep 2019
Training Deep Neural Networks Using Posit Number SystemACM Symposium on Cloud Computing (SoCC), 2019 Jinming Lu Siyuan Lu Zhisheng Wang Chao Fang Jun Lin Zhongfeng Wang Li Du MQ 109 16 0 06 Sep 2019
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neural Processing UnitsInternational Symposium on High-Performance Computer Architecture (HPCA), 2019 Yujeong Choi Minsoo Rhu 133 151 0 06 Sep 2019
Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networks Charlotte Frenkel M. Lefebvre D. Bol 207 23 0 03 Sep 2019
Beyond Human-Level Accuracy: Computational Challenges in Deep LearningACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPoPP), 2019 Joel Hestness Newsha Ardalani G. Diamos 110 79 0 03 Sep 2019
Scale Calibrated Training: Improving Generalization of Deep Networks via Scale-Specific Normalization Zhuoran Yu Aojun Zhou Yukun Ma Yudian Li Xiaohan Zhang Ping Luo 101 3 0 31 Aug 2019
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network Javier S. Turek Shailee Jain Vy A. Vo Mihai Capota Alexander G. Huth Theodore L. Willke 144 3 0 30 Aug 2019
Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning Linchao Zhu Sercan O. Arik Yezhou Yang Tomas Pfister 193 5 0 29 Aug 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network Jivitesh Sharma Ole-Christoffer Granmo M. G. Olsen 372 17 0 28 Aug 2019
TabNet: Attentive Interpretable Tabular LearningAAAI Conference on Artificial Intelligence (AAAI), 2019 Sercan O. Arik Tomas Pfister LMTD 740 1,776 0 20 Aug 2019
Unpaired Image-to-Speech Synthesis with Multimodal Information BottleneckIEEE International Conference on Computer Vision (ICCV), 2019 Shuang Ma Daniel J. McDuff Yale Song 174 28 0 19 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 349 224 0 16 Aug 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 163 48 0 13 Aug 2019