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Deep Speech: Scaling up end-to-end speech recognition
17 December 2014
Awni Y. Hannun
Carl Case
Jared Casper
Bryan Catanzaro
G. Diamos
Erich Elsen
R. Prenger
S. Satheesh
Shubho Sengupta
Adam Coates
A. Ng
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Papers citing
"Deep Speech: Scaling up end-to-end speech recognition"
50 / 768 papers shown
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184
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Finding Deviated Behaviors of the Compressed DNN Models for Image Classifications
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Wuqi Zhang
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Yu Jiang
230
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Joint Audio-Text Model for Expressive Speech-Driven 3D Facial Animation
Proceedings of the ACM on Computer Graphics and Interactive Techniques (PACMCGIT), 2021
Yingruo Fan
Mohammad Kachuee
Jun Saito
Wenping Wang
Taku Komura
175
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04 Dec 2021
Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking
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A. Rajan
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233
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03 Dec 2021
Transformer-S2A: Robust and Efficient Speech-to-Animation
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Zhiyong Wu
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Sheng Zhao
216
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18 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis
IEEE Access (IEEE Access), 2021
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Mahmoud Abdelsalam
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302
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Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Neural Information Processing Systems (NeurIPS), 2021
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J. Feather
Hang Le
Tiago Marques
David D. Cox
Josh H. McDermott
J. DiCarlo
SueYeon Chung
AAML
OOD
132
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12 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition
APSIPA Transactions on Signal and Information Processing (TASIP), 2021
Jinyu Li
VLM
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02 Nov 2021
With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition
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Evangelos Kazakos
Jaesung Huh
Arsha Nagrani
Andrew Zisserman
Dima Damen
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297
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01 Nov 2021
Imitating Arbitrary Talking Style for Realistic Audio-DrivenTalking Face Synthesis
ACM Multimedia (ACM MM), 2021
Haozhe Wu
Jia Jia
Haoyu Wang
Yishun Dou
Chao Duan
Qingshan Deng
CVBM
183
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30 Oct 2021
TorchAudio: Building Blocks for Audio and Speech Processing
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yao-Yuan Yang
Moto Hira
Zhaoheng Ni
Anjali Chourdia
Artyom Astafurov
...
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Shinji Watanabe
Soumith Chintala
Vincent Quenneville-Bélair
Yangyang Shi
170
190
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28 Oct 2021
Beyond
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L_p
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H. Abdullah
Muhammad Sajidur Rahman
Christian Peeters
Cassidy Gibson
Washington Garcia
Vincent Bindschaedler
T. Shrimpton
Patrick Traynor
AAML
99
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25 Oct 2021
Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field
Mahak Kothari
Shreyansh Joshi
Adarsh Nandanwar
Aadetya Jaiswal
V. Baths
72
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24 Oct 2021
Asynchronous Decentralized Distributed Training of Acoustic Models
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
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Wei Zhang
Abdullah Kayi
Mingrui Liu
Ulrich Finkler
Brian Kingsbury
G. Saon
David S. Kung
126
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21 Oct 2021
Activation Landscapes as a Topological Summary of Neural Network Performance
Matthew Wheeler
Jose J. Bouza
Peter Bubenik
172
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19 Oct 2021
Speech Pattern based Black-box Model Watermarking for Automatic Speech Recognition
Haozhe Chen
Weiming Zhang
Kunlin Liu
Kejiang Chen
Han Fang
Nenghai Yu
94
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19 Oct 2021
Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information
Baolin Zheng
Peipei Jiang
Qian Wang
Qi Li
Chao Shen
Cong Wang
Yunjie Ge
Qingyang Teng
Shenyi Zhang
AAML
146
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19 Oct 2021
Intent Classification Using Pre-trained Language Agnostic Embeddings For Low Resource Languages
Hemant Yadav
Akshat Gupta
Sai Krishna Rallabandi
A. Black
R. Shah
93
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18 Oct 2021
Towards Robust Waveform-Based Acoustic Models
Dino Oglic
Zoran Cvetkovic
Peter Sollich
Steve Renals
Bin Yu
OOD
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206
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16 Oct 2021
On Language Model Integration for RNN Transducer based Speech Recognition
Wei Zhou
Zuoyun Zheng
Ralf Schluter
Hermann Ney
265
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13 Oct 2021
Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters
Jayashree Mohan
Amar Phanishayee
Janardhan Kulkarni
Vijay Chidambaram
GNN
239
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12 Oct 2021
Automated Testing of AI Models
Swagatam Haldar
Deepak Vijaykeerthy
Diptikalyan Saha
VLM
114
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07 Oct 2021
Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
Zhong Meng
Yashesh Gaur
Naoyuki Kanda
Jinyu Li
Xie Chen
Yu Wu
Yifan Gong
AuLLM
220
34
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06 Oct 2021
Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems
J. C. Duarte
S. Colcher
54
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04 Oct 2021
Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function
Md Tahmid Hossain
S. Teng
Ferdous Sohel
Guojun Lu
165
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03 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method
Arjit Jain
Pranay Reddy Samala
Deepak Mittal
Preethi Jyothi
M. Singh
451
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30 Sep 2021
Challenges and Opportunities of Speech Recognition for Bengali Language
M. F. Mridha
Abu Quwsar Ohi
Md. Abdul Hamid
M. Monowar
109
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27 Sep 2021
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning
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Haomiao Ni
Ming-Chieh Yu
Xiaolei Huang
K. Wong
John Volpi
Chao Guo
Stephen T. C. Wong
158
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24 Sep 2021
KOHTD: Kazakh Offline Handwritten Text Dataset
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M. Kasem
Galymzhan Abdimanap
K. Bostanbekov
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207
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22 Sep 2021
Live Speech Portraits: Real-Time Photorealistic Talking-Head Animation
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Yuanxun Lu
Jinxiang Chai
Xun Cao
205
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22 Sep 2021
Reliable Neural Networks for Regression Uncertainty Estimation
Tony Tohme
Kevin Vanslette
K. Youcef-Toumi
UQCV
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224
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16 Sep 2021
Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages
A. C. S.
Prathosh A P
A. G. Ramakrishnan
203
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12 Sep 2021
Learning Visual-Audio Representations for Voice-Controlled Robots
IEEE International Conference on Robotics and Automation (ICRA), 2021
Peixin Chang
Shuijing Liu
D. L. McPherson
Katherine Driggs-Campbell
SSL
237
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07 Sep 2021
SEC4SR: A Security Analysis Platform for Speaker Recognition
Guangke Chen
Zhe Zhao
Fu Song
Sen Chen
Lingling Fan
Yang Liu
AAML
169
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04 Sep 2021
Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognition
Automatic Speech Recognition & Understanding (ASRU), 2021
Maxime Burchi
Valentin Vielzeuf
185
101
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31 Aug 2021
Adversarial Example Devastation and Detection on Speech Recognition System by Adding Random Noise
Journal of The Audio Engineering Society (JAES), 2021
Mingyu Dong
Diqun Yan
Yongkang Gong
Rangding Wang
AAML
196
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31 Aug 2021
Investigating Vulnerabilities of Deep Neural Policies
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
Ezgi Korkmaz
AAML
138
38
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30 Aug 2021
Automatic Speech Recognition And Limited Vocabulary: A Survey
J. L. E. K. Fendji
D. Tala
B. Yenke
M. Atemkeng
263
3
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23 Aug 2021
FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning
Chenxu Zhang
Yifan Zhao
Yifei Huang
Ming Zeng
Saifeng Ni
M. Budagavi
Xiaohu Guo
CVBM
166
143
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18 Aug 2021
Detecting OODs as datapoints with High Uncertainty
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Susmit Jha
Anirban Roy
Sangdon Park
O. Sokolsky
Insup Lee
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128
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SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features
Interspeech (Interspeech), 2021
Gwantae Kim
D. Han
Hanseok Ko
138
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06 Aug 2021
Dyn-ASR: Compact, Multilingual Speech Recognition via Spoken Language and Accent Identification
World Forum on Internet of Things (WF-IoT), 2021
Sangeeta Ghangam
Daniel Whitenack
Joshua Nemecek
94
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04 Aug 2021
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English
Saida Mussakhojayeva
Yerbolat Khassanov
H. A. Varol
153
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03 Aug 2021
The History of Speech Recognition to the Year 2030
Awni Y. Hannun
AI4TS
229
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CarneliNet: Neural Mixture Model for Automatic Speech Recognition
A. Kalinov
Somshubra Majumdar
Jagadeesh Balam
Boris Ginsburg
MoE
105
3
0
22 Jul 2021
Trustworthy AI: A Computational Perspective
Haochen Liu
Yiqi Wang
Wenqi Fan
Xiaorui Liu
Yaxin Li
Shaili Jain
Yunhao Liu
Anil K. Jain
Shucheng Zhou
FaML
412
258
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12 Jul 2021
End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning
Tomohiro Tanaka
Ryo Masumura
Mana Ihori
Akihiko Takashima
Shota Orihashi
Naoki Makishima
128
4
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07 Jul 2021
A Survey on Data Augmentation for Text Classification
Markus Bayer
M. Kaufhold
Christian A. Reuter
456
426
0
07 Jul 2021
Egocentric Videoconferencing
Mohamed A. Elgharib
Mohit Mendiratta
Justus Thies
Matthias Nießner
Hans-Peter Seidel
A. Tewari
Vladislav Golyanik
Christian Theobalt
EgoV
132
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07 Jul 2021
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