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

Title
Jira: a Kurdish Speech Recognition System Designing and Building Speech Corpus and Pronunciation Lexicon H. Veisi Hawre Hosseini Mohammad MohammadAmini Wirya Fathy Aso Mahmudi 78 4 0 15 Feb 2021
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Bidisha Sharma Maulik C. Madhavi Haizhou Li 107 20 0 15 Feb 2021
Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers Efstathia Soufleri Gang Yan Rahul Singh Jian Li 111 13 0 11 Feb 2021
An Investigation of End-to-End Models for Robust Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Archiki Prasad Preethi Jyothi R. Velmurugan 128 23 0 11 Feb 2021
BembaSpeech: A Speech Recognition Corpus for the Bemba LanguageInternational Conference on Language Resources and Evaluation (LREC), 2021 Claytone Sikasote Antonios Anastasopoulos 79 25 0 09 Feb 2021
Effects of Number of Filters of Convolutional Layers on Speech Recognition Model AccuracyInternational Conference on Machine Learning and Applications (ICMLA), 2020 James Mou Jun Li 61 5 0 03 Feb 2021
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and BeyondInformation Fusion (Inf. Fusion), 2021 Guang Yang Qinghao Ye Jun Xia 261 568 0 03 Feb 2021
WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition ToolkitInterspeech (Interspeech), 2021 Zhuoyuan Yao Di Wu Xiong Wang Binbin Zhang Fan Yu Chao Yang Zhendong Peng Xiaoyu Chen Lei Xie X. Lei 314 304 0 02 Feb 2021
High Fidelity Speech Regeneration with Application to Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Adam Polyak Lior Wolf Yossi Adi Ori Kabeli Yaniv Taigman 149 19 0 31 Jan 2021
Curriculum Learning: A SurveyInternational Journal of Computer Vision (IJCV), 2021 Petru Soviany Radu Tudor Ionescu Paolo Rota Andrii Zadaianchuk ODL 529 469 0 25 Jan 2021
Exploiting Beam Search Confidence for Energy-Efficient Speech RecognitionSocial Science Research Network (SSRN), 2021 D. Pinto J. Arnau Antonio González 55 0 0 22 Jan 2021
Arabic Speech Recognition by End-to-End, Modular Systems and HumanComputer Speech and Language (CSL), 2021 A. Hussein Shinji Watanabe Ahmed M. Ali VLM 153 55 0 21 Jan 2021
Fast offline Transformer-based end-to-end automatic speech recognition for real-world applicationsETRI Journal (ETRI J.), 2021 Y. Oh Kiyoung Park Jeongue Park OffRL 253 5 0 14 Jan 2021
Self-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM Acceleration A. Samajdar Michael Pellauer T. Krishna 169 4 0 12 Jan 2021
Model-Based Machine Learning for Communications Stefano Rini Nariman Farsad Yonina C. Eldar Andrea J. Goldsmith 160 23 0 12 Jan 2021
Noise Sensitivity-Based Energy Efficient and Robust Adversary Detection in Neural NetworksIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021 Rachel Sterneck Abhishek Moitra Priyadarshini Panda AAML 107 9 0 05 Jan 2021
Robustness Testing of Language Understanding in Task-Oriented DialogAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Jiexi Liu Ryuichi Takanobu Jiaxin Wen Dazhen Wan Hongguang Li Weiran Nie Cheng Li Wei Peng Shiyu Huang ELM 452 50 0 30 Dec 2020
Perspective: A Phase Diagram for Deep Learning unifying Jamming, Feature Learning and Lazy Training Mario Geiger Leonardo Petrini Matthieu Wyart DRL 157 11 0 30 Dec 2020
IIRC: Incremental Implicitly-Refined ClassificationComputer Vision and Pattern Recognition (CVPR), 2020 Mohamed Abdelsalam Mojtaba Faramarzi Shagun Sodhani A. Chandar CLL 164 32 0 23 Dec 2020
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networksComputer Vision and Pattern Recognition (CVPR), 2020 Abhishek Singh Ayush Chopra Vivek Sharma Ethan Garza Emily Zhang Praneeth Vepakomma Ramesh Raskar 184 56 0 20 Dec 2020
Robust One Shot Audio to Video Generation Neeraj Kumar Srishti Goel Ankur Narang H. Mujtaba VGen 100 14 0 14 Dec 2020
Few Shot Adaptive Normalization Driven Multi-Speaker Speech Synthesis Neeraj Kumar Srishti Goel Ankur Narang Brejesh Lall 113 5 0 14 Dec 2020
Data Appraisal Without Data SharingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Mimee Xu Laurens van der Maaten Awni Y. Hannun TDI 261 6 0 11 Dec 2020
Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition Binbin Zhang Di Wu Zhuoyuan Yao Xiong Wang F. Yu Chao Yang Liyong Guo Yaguang Hu Lei Xie X. Lei 234 86 0 10 Dec 2020
Contrastive Predictive Coding for Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020 H. Haresamudram Irfan Essa Thomas Ploetz 274 139 0 09 Dec 2020
Creativity of Deep Learning: Conceptualization and AssessmentInternational Conference on Agents and Artificial Intelligence (ICAART), 2020 Marcus Basalla Johannes Schneider Jan vom Brocke 260 14 0 03 Dec 2020
End to End ASR System with Automatic Punctuation Insertion Yushi Guan 3DV 86 6 0 03 Dec 2020
TimeSHAP: Explaining Recurrent Models through Sequence PerturbationsKnowledge Discovery and Data Mining (KDD), 2020 João Bento Pedro Saleiro André F. Cruz Mário A. T. Figueiredo P. Bizarro FAtt AI4TS 313 123 0 30 Nov 2020
Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUpIEEE International Conference on Robotics and Automation (ICRA), 2020 Junfan Lin Zhongzhan Huang Keze Wang Xiaodan Liang Weiwei Chen Liang Lin 136 12 0 30 Nov 2020
Unigram-Normalized Perplexity as a Language Model Performance Measure with Different Vocabulary Sizes Jihyeon Roh Sang-Hoon Oh Soo-Young Lee 83 8 0 26 Nov 2020
STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation LearningPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2020 Prakamya Mishra 101 0 0 23 Nov 2020
Deep Learning in EEG: Advance of the Last Ten-Year Critical PeriodIEEE Transactions on Cognitive and Developmental Systems (TCDS), 2020 Shu Gong Kaibo Xing A. Cichocki Junhua Li VLM 331 85 0 22 Nov 2020
Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural NetworksNeural Computation (Neural Comput.), 2020 Arnaud Fanthomme R. Monasson 157 6 0 20 Nov 2020
Master Thesis: Neural Sign Language Translation by Learning Tokenization Alptekin Orbay SLR 88 0 0 18 Nov 2020
Refining Automatic Speech Recognition System for older adultsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Liu Chen Meysam Asgari 89 10 0 17 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 252 127 0 11 Nov 2020
Recognizing More Emotions with Less Data Using Self-supervised Transfer Learning Jonathan Boigne Biman Liyanage Ted Östrem 92 25 0 11 Nov 2020
Highly Available Data Parallel ML training on Mesh Networks Sameer Kumar N. Jouppi MoE AI4CE 105 15 0 06 Nov 2020
Paralinguistic Privacy Protection at the Edge Ranya Aloufi Hamed Haddadi David E. Boyle 208 15 0 04 Nov 2020
Joint Masked CPC and CTC Training for ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Chaitanya Talnikar Tatiana Likhomanenko R. Collobert Gabriel Synnaeve SSL 260 28 0 30 Oct 2020
Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is EnoughNeural Information Processing Systems (NeurIPS), 2020 Mao Ye Lemeng Wu Qiang Liu 127 17 0 29 Oct 2020
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Seongbin Kim Gyuwan Kim Seongjin Shin Sangmin Lee VLM 285 21 0 25 Oct 2020
LazyBatching: An SLA-aware Batching System for Cloud Machine Learning InferenceInternational Symposium on High-Performance Computer Architecture (HPCA), 2020 Yujeong Choi Yunseong Kim Minsoo Rhu 138 79 0 25 Oct 2020
$Scale-, shift- and rotation-invariant diffractive optical networks$ Scale-, shift- and rotation-invariant diffractive optical networksACS Photonics (ACS Photonics), 2020 Deniz Mengu Y. Rivenson Aydogan Ozcan 204 71 0 24 Oct 2020
Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention Menglong Xu Shengqiang Li Xiao-Lei Zhang 233 35 0 23 Oct 2020
Few-shot Image Recognition with Manifolds Debasmit Das J. Moon C. S. George Lee 112 10 0 22 Oct 2020
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models Saurabh Kataria Jesús Villalba Najim Dehak VLM SSL 160 37 0 22 Oct 2020
Rethinking Evaluation in ASR: Are Our Models Robust Enough? Tatiana Likhomanenko Qiantong Xu Vineel Pratap Paden Tomasello Jacob Kahn Gilad Avidov R. Collobert Gabriel Synnaeve 363 105 0 22 Oct 2020
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 492 325 0 20 Oct 2020
Energy-based error bound of physics-informed neural network solutions in elasticityJournal of engineering mechanics (J. Eng. Mech.), 2020 Mengwu Guo E. Haghighat PINN 222 34 0 18 Oct 2020

Jira: a Kurdish Speech Recognition System Designing and Building Speech
Corpus and Pronunciation Lexicon

78

4

0

15 Feb 2021

Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Bidisha Sharma

Maulik C. Madhavi

Haizhou Li

107

20

0

15 Feb 2021

Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers

111

13

0

11 Feb 2021

An Investigation of End-to-End Models for Robust Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Archiki Prasad

Preethi Jyothi

R. Velmurugan

128

23

0

11 Feb 2021

BembaSpeech: A Speech Recognition Corpus for the Bemba LanguageInternational Conference on Language Resources and Evaluation (LREC), 2021

Claytone Sikasote

Antonios Anastasopoulos

79

25

0

09 Feb 2021

Effects of Number of Filters of Convolutional Layers on Speech Recognition Model AccuracyInternational Conference on Machine Learning and Applications (ICMLA), 2020

James Mou

Jun Li

61

5

0

03 Feb 2021

Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and BeyondInformation Fusion (Inf. Fusion), 2021

Guang Yang

Qinghao Ye

Jun Xia

261

568

0

03 Feb 2021

WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition ToolkitInterspeech (Interspeech), 2021

Binbin Zhang

Chao Yang

Lei Xie

314

304

0

02 Feb 2021

High Fidelity Speech Regeneration with Application to Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Yossi Adi

149

19

0

31 Jan 2021

Curriculum Learning: A SurveyInternational Journal of Computer Vision (IJCV), 2021

529

469

0

25 Jan 2021

Exploiting Beam Search Confidence for Energy-Efficient Speech RecognitionSocial Science Research Network (SSRN), 2021

D. Pinto

J. Arnau

Antonio González

55

0

22 Jan 2021

Arabic Speech Recognition by End-to-End, Modular Systems and HumanComputer Speech and Language (CSL), 2021

153

55

0

21 Jan 2021

Fast offline Transformer-based end-to-end automatic speech recognition for real-world applicationsETRI Journal (ETRI J.), 2021

253

5

0

14 Jan 2021

Self-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM Acceleration

A. Samajdar

Michael Pellauer

T. Krishna

169

4

0

12 Jan 2021

Model-Based Machine Learning for Communications

160

23

0

12 Jan 2021

Noise Sensitivity-Based Energy Efficient and Robust Adversary Detection in Neural NetworksIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021

107

9

0

05 Jan 2021

Robustness Testing of Language Understanding in Task-Oriented DialogAnnual Meeting of the Association for Computational Linguistics (ACL), 2020

452

50

0

30 Dec 2020

Perspective: A Phase Diagram for Deep Learning unifying Jamming, Feature Learning and Lazy Training

157

11

0

30 Dec 2020

IIRC: Incremental Implicitly-Refined ClassificationComputer Vision and Pattern Recognition (CVPR), 2020

164

32

0

23 Dec 2020

DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networksComputer Vision and Pattern Recognition (CVPR), 2020

184

56

0

20 Dec 2020

Robust One Shot Audio to Video Generation

100

14

0

14 Dec 2020

Few Shot Adaptive Normalization Driven Multi-Speaker Speech Synthesis

113

5

0

14 Dec 2020

Data Appraisal Without Data SharingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020

Mimee Xu

Laurens van der Maaten

Awni Y. Hannun

TDI

261

6

0

11 Dec 2020

Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition

Binbin Zhang

Chao Yang

Liyong Guo

Yaguang Hu

Lei Xie

X. Lei

234

86

0

10 Dec 2020

Contrastive Predictive Coding for Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020

H. Haresamudram

Irfan Essa

Thomas Ploetz

274

139

0

09 Dec 2020