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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 / 770 papers shown
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Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
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Towards Model-informed Precision Dosing with Expert-in-the-loop Machine Learning
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Open, Sesame! Introducing Access Control to Voice Services
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Accelerating Recurrent Neural Networks for Gravitational Wave Experiments
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Zhiqiang Que
Erwei Wang
Umar Marikar
Eric A. Moreno
J. Ngadiuba
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S. Summers
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Wayne Luk
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26 Jun 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training
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Sonali Singh
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Rui Zhang
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Chita R. Das
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Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better
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16 Jun 2021
Dialectal Speech Recognition and Translation of Swiss German Speech to Standard German Text: Microsoft's Submission to SwissText 2021
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Aashish Agarwal
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Oscar Koller
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Handcrafted Backdoors in Deep Neural Networks
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Alexey Kurakin
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Mirco Ravanelli
Titouan Parcollet
Peter William VanHarn Plantinga
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Hwidong Na
Yan Gao
R. Mori
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Vivek Kwatra
C. Frueh
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206
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08 Jun 2021
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
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Zhong Meng
Yu-Huan Wu
Naoyuki Kanda
Liang Lu
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Eric Sun
Jinyu Li
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Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning
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Haibin Wu
Xu Li
Andy T. Liu
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Helen Meng
Hung-yi Lee
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257
37
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Multi-Modal Semantic Inconsistency Detection in Social Media News Posts
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S. McCrae
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26 May 2021
See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization
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Yash Kumar Atri
Shraman Pramanick
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20 May 2021
Unsupervised Discriminative Learning of Sounds for Audio Event Classification
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Ke Li
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Shabnam Ghaffarzadegan
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Yi Xie
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Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition
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108
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PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM
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Sourjya Roy
M. Ali
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Emna Baccour
N. Mhaisen
A. Abdellatif
A. Erbad
Amr M. Mohamed
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354
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On the limit of English conversational speech recognition
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Zoltán Tüske
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183
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254
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Adversarial Example Detection for DNN Models: A Review and Experimental Comparison
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Ahmed Aldahdooh
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End-to-End Speech Recognition from Federated Acoustic Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yan Gao
Titouan Parcollet
Salah Zaiem
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Pedro Porto Buarque de Gusmão
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206
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203
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Quantization of Deep Neural Networks for Accurate Edge Computing
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Yu Hu
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230
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Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network
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181
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Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems
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108
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MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
IEEE International Conference on Computer Vision (ICCV), 2021
Alexander Richard
Michael Zollhoefer
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Fernando de la Torre
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351
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A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
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Om Thakkar
Swaroop Indra Ramaswamy
Rajiv Mathews
Peter Chin
Franccoise Beaufays
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A Toolbox for Construction and Analysis of Speech Datasets
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Vitaly Lavrukhin
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148
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FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization
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Zhengkun Tian
Jiangyan Yi
Ye Bai
Jianhua Tao
Shuai Zhang
Zhengqi Wen
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Visual Alignment Constraint for Continuous Sign Language Recognition
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Yuecong Min
Aiming Hao
Xiujuan Chai
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Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems
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Linyi Li
Xiaojun Xu
Shiliang Zuo
Qiang Chen
Benjamin I. P. Rubinstein
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Ce Zhang
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149
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Federated Quantum Machine Learning
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187
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Digital Peter: Dataset, Competition and Handwriting Recognition Methods
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OkwuGbé: End-to-End Speech Recognition for Fon and Igbo
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EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
IEEE Transactions on Affective Computing (TAC), 2021
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Sandra Ottl
Björn Schuller
162
70
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Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges
ACM Computing Surveys (CSUR), 2021
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Marco Levorato
Francesco Restuccia
404
276
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08 Mar 2021
WaveGuard: Understanding and Mitigating Audio Adversarial Examples
USENIX Security Symposium (USENIX Security), 2021
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Paarth Neekhara
Shlomo Dubnov
Julian McAuley
F. Koushanfar
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159
83
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A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization
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HanQin Cai
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Daniel McKenzie
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261
56
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Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation
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Paula Dawson
Xiao-Jun Zeng
J. Keane
Alexandros Iosifidis
AI4TS
116
27
0
16 Feb 2021
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