Deep Speech: Scaling up end-to-end speech recognition

17 December 2014

Papers citing "Deep Speech: Scaling up end-to-end speech recognition"

50 / 750 papers shown

Title
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 26 506 0 10 Jul 2020
Meta-Learning Symmetries by Reparameterization Allan Zhou Tom Knowles Chelsea Finn OOD 24 90 0 06 Jul 2020
Learning from Failure: Training Debiased Classifier from Biased Classifier J. Nam Hyuntak Cha Sungsoo Ahn Jaeho Lee Jinwoo Shin 11 144 0 06 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 59 82 0 02 Jul 2020
Hippo: Taming Hyper-parameter Optimization of Deep Learning with Stage Trees Ahnjae Shin Do Yoon Kim Joo Seong Jeong Byung-Gon Chun 12 4 0 22 Jun 2020
Regression Prior Networks A. Malinin Sergey Chervontsev Ivan Provilkov Mark J. F. Gales BDL UQCV 37 36 0 20 Jun 2020
Calibrating Deep Neural Network Classifiers on Out-of-Distribution Datasets Zhihui Shao Jianyi Yang Shaolei Ren OODD 35 11 0 16 Jun 2020
Emotion Recognition in Audio and Video Using Deep Neural Networks Mandeep Singh Yuanye Fang 21 16 0 15 Jun 2020
Sparsity Turns Adversarial: Energy and Latency Attacks on Deep Neural Networks Sarada Krithivasan Sanchari Sen A. Raghunathan AAML 14 1 0 14 Jun 2020
Transfer Learning for British Sign Language Modelling B. Mocialov Graham Turner H. Hastie SLR 24 18 0 03 Jun 2020
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty T. Jayashankar Jonathan Le Roux P. Moulin AAML 11 17 0 02 Jun 2020
Scalable Polyhedral Verification of Recurrent Neural Networks Wonryong Ryou Jiayu Chen Mislav Balunović Gagandeep Singh Andrei Dan Martin Vechev 14 31 0 27 May 2020
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition Haoneng Luo Shiliang Zhang Ming Lei Lei Xie 35 33 0 21 May 2020
Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate Anand Ramakrishnan Brian Zylich Erin Ottmar Jennifer LoCasale-Crouch Jacob Whitehill 24 25 0 19 May 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 18 24 0 11 May 2020
The Perceptimatic English Benchmark for Speech Perception Models Juliette Millet Ewan Dunbar 11 4 0 07 May 2020
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions Chung-Cheng Chiu A. Narayanan Wei Han Rohit Prabhavalkar Yu Zhang ... Ruoming Pang Tara N. Sainath Patrick Nguyen Liangliang Cao Yonghui Wu 21 42 0 07 May 2020
Data Augmentation for Spoken Language Understanding via Pretrained Language Models Baolin Peng Chenguang Zhu Michael Zeng Jianfeng Gao 20 25 0 29 Apr 2020
Conditional Spoken Digit Generation with StyleGAN Kasperi Palkama Lauri Juvela Alexander Ilin GAN 21 10 0 28 Apr 2020
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization Graham Neubig Shruti Rijhwani Alexis Palmer Jordan MacKenzie Hilaria Cruz ... Yiyuan Li S. Zink Mengzhou Xia Roshan S. Sharma Patrick Littell 6 8 0 27 Apr 2020
COVID-19 Time-series Prediction by Joint Dictionary Learning and Online NMF Hanbaek Lyu Christopher Strohmeier G. Menz Deanna Needell 11 10 0 20 Apr 2020
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks Gil Shomron U. Weiser 8 14 0 17 Apr 2020
Direct Speech-to-image Translation Jiguo Li Xinfeng Zhang Chuanmin Jia Jizheng Xu Li Zhang Y. Wang Siwei Ma Wen Gao 36 29 0 07 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 21 262 0 31 Mar 2020
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement Chao-Han Huck Yang Jun Qi Pin-Yu Chen Xiaoli Ma Chin-Hui Lee AAML 32 53 0 31 Mar 2020
Training for Speech Recognition on Coprocessors Sebastian Baunsgaard S. Wrede Pınar Tözün 4 6 0 22 Mar 2020
Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles Songan Zhang H. Peng S. Nageshrao E. Tseng AAML 27 5 0 18 Mar 2020
Hybrid Autoregressive Transducer (hat) Ehsan Variani David Rybach Cyril Allauzen Michael Riley 21 158 0 12 Mar 2020
Development of Automatic Speech Recognition for Kazakh Language using Transfer Learning Amirgaliyev E.N. Kuanyshbay D.N. O. Baimuratov 6 13 0 08 Mar 2020
TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems Sourjya Roy S. Sridharan Shubham Jain A. Raghunathan 14 44 0 25 Feb 2020
A.I. based Embedded Speech to Text Using Deepspeech Muhammad Hafidh Firmansyah Anand Paul D. Bhattacharya Gul Malik Urfa 6 6 0 25 Feb 2020
Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition Xiaodong Cui Wei Zhang Ulrich Finkler G. Saon M. Picheny David S. Kung 27 19 0 24 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Uncertainty Estimation in Autoregressive Structured Prediction A. Malinin Mark J. F. Gales UQLM 22 9 0 18 Feb 2020
Identifying Audio Adversarial Examples via Anomalous Pattern Detection Victor Akinwande C. Cintas Skyler Speakman Srihari Sridharan AAML 19 16 0 13 Feb 2020
Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition Hao Zhou Wen-gang Zhou Yun Zhou Houqiang Li NoLa 32 195 0 08 Feb 2020
RPN: A Residual Pooling Network for Efficient Federated Learning Anbu Huang Yuanyuan Chen Yang Liu Tianjian Chen Qiang Yang FedML 18 11 0 23 Jan 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske G. Saon Kartik Audhkhasi Brian Kingsbury BDL 23 68 0 20 Jan 2020
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks Md Shahriar Iqbal Jianhai Su Lars Kotthoff Pooyan Jamshidi 17 3 0 18 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 32 81 0 02 Jan 2020
RC-DARTS: Resource Constrained Differentiable Architecture Search Xiaojie Jin Jiang Wang Joshua Slocum Ming-Hsuan Yang Shengyang Dai Shuicheng Yan Jiashi Feng 19 31 0 30 Dec 2019
An Analysis of the Expressiveness of Deep Neural Network Architectures Based on Their Lipschitz Constants Siqi Zhou Angela P. Schoellig 14 12 0 24 Dec 2019
Incorporating Unlabeled Data into Distributionally Robust Learning Charlie Frogner Sebastian Claici Edward Chien Justin Solomon OOD 14 26 0 16 Dec 2019
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 10 1,503 0 13 Dec 2019
Neural Voice Puppetry: Audio-driven Facial Reenactment Justus Thies Mohamed A. Elgharib A. Tewari Christian Theobalt Matthias Nießner VGen 3DH 51 366 0 11 Dec 2019
SpecAugment on Large Scale Datasets Daniel S. Park Yu Zhang Chung-Cheng Chiu Youzheng Chen Bo-wen Li William Chan Quoc V. Le Yonghui Wu 20 136 0 11 Dec 2019
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue Jun Quan Deyi Xiong 8 17 0 05 Dec 2019
Scratch that! An Evolution-based Adversarial Attack against Neural Networks Malhar Jere Loris Rossi Briland Hitaj Gabriela F. Cretu-Ciocarlie Giacomo Boracchi F. Koushanfar AAML 12 18 0 05 Dec 2019
Topic-aware chatbot using Recurrent Neural Networks and Nonnegative Matrix Factorization Yuchen Guo Nicholas Hanoian Zhexiao Lin Nicholas Liskij Hanbaek Lyu ... Jiahao Qu Henry Sojico Yuliang Wang Zhe Xiong Zhenhong Zou 19 2 0 01 Dec 2019
Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition Chao Weng Chengzhu Yu Jia Cui Chunlei Zhang Dong Yu 89 39 0 28 Nov 2019