Title
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 34 51 0 16 Nov 2021
Recurrent Neural Networks for Learning Long-term Temporal Dependencies with Reanalysis of Time Scale Representation Kentaro Ohno Atsutoshi Kumagai CLL AI4CE 6 8 0 05 Nov 2021
Towards Learning to Speak and Hear Through Multi-Agent Communication over a Continuous Acoustic Channel Kevin Eloff Okko Rasanen H. Engelbrecht Arnu Pretorius Herman Kamper 35 3 0 04 Nov 2021
Speech recognition for air traffic control via feature learning and end-to-end training Peng Fan Dongyue Guo Yi Lin Bo Yang Jianwei Zhang 15 7 0 04 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms Yongan Zhang Anton Banta Yonggan Fu M. John A. Post M. Razavi Joseph R. Cavallaro B. Aazhang Yingyan Lin 26 4 0 04 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 35 363 0 02 Nov 2021
EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning R. Chidhambararajan Aman Rangaur S. C. Sethuraman 14 4 0 31 Oct 2021
Beyond $L_p$ clipping: Equalization-based Psychoacoustic Attacks against ASRs H. Abdullah Muhammad Sajidur Rahman Christian Peeters Cassidy Gibson Washington Garcia Vincent Bindschaedler T. Shrimpton Patrick Traynor AAML 19 9 0 25 Oct 2021
Asynchronous Decentralized Distributed Training of Acoustic Models Xiaodong Cui Wei Zhang Abdullah Kayi Mingrui Liu Ulrich Finkler Brian Kingsbury G. Saon David S. Kung 32 3 0 21 Oct 2021
Synthesizing Optimal Parallelism Placement and Reduction Strategies on Hierarchical Systems for Deep Learning Ningning Xie Tamara Norman Dominik Grewe Dimitrios Vytiniotis 19 16 0 20 Oct 2021
Chunked Autoregressive GAN for Conditional Waveform Synthesis Max Morrison Rithesh Kumar Kundan Kumar Prem Seetharaman Aaron Courville Yoshua Bengio GAN 41 69 0 19 Oct 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 34 274 0 18 Oct 2021
Intelligent Video Editing: Incorporating Modern Talking Face Generation Algorithms in a Video Editor Anchit Gupta Faizan Farooq Khan Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar CVBM 24 6 0 16 Oct 2021
Multistage linguistic conditioning of convolutional layers for speech emotion recognition Andreas Triantafyllopoulos U. Reichel Shuo Liu Simon Huber F. Eyben Björn W. Schuller 29 9 0 13 Oct 2021
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables Jounghee Kim Pilsung Kang VLM 29 6 0 11 Oct 2021
Boosting Fast Adversarial Training with Learnable Adversarial Initialization Xiaojun Jia Yong Zhang Baoyuan Wu Jue Wang Xiaochun Cao AAML 50 54 0 11 Oct 2021
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition Li Fu Xiaoxiao Li Runyu Wang Lu Fan Zhengchen Zhang Meng Chen Youzheng Wu Xiaodong He SSL 8 3 0 08 Oct 2021
Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees Yuanchao Wang Wenjing Du Chenghao Cai Yanyan Xu 34 1 0 08 Oct 2021
Speeding up Deep Model Training by Sharing Weights and Then Unsharing Shuo Yang Le Hou Xiaodan Song Qiang Liu Denny Zhou 110 9 0 08 Oct 2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition Binbin Zhang Hang Lv Pengcheng Guo Qijie Shao Chao Yang ... Hui Bu Xiaoyu Chen Chenchen Zeng Di Wu Zhendong Peng 25 219 0 07 Oct 2021
Back from the future: bidirectional CTC decoding using future information in speech recognition Namkyu Jung Geon-min Kim Han-Gyu Kim 33 3 0 07 Oct 2021
BERT Attends the Conversation: Improving Low-Resource Conversational ASR Pablo Ortiz Simen Burud 34 4 0 05 Oct 2021
Adversarial Regression with Doubly Non-negative Weighting Matrices Tam Le Truyen V. Nguyen M. Yamada Jose H. Blanchet Viet Anh Nguyen 27 5 0 30 Sep 2021
VoxCeleb Enrichment for Age and Gender Recognition Khaled Hechmi Trung Ngo Trong Ville Hautamaki Tomi Kinnunen 24 30 0 28 Sep 2021
DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning Tongan Cai Haomiao Ni Ming-Chieh Yu Xiaolei Huang K. Wong John Volpi Jianmin Wang Stephen T. C. Wong 26 14 0 24 Sep 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng Yubei Xiao Ke Gong Pan Zhou Xiaodan Liang Liang Lin 32 26 0 19 Sep 2021
Enforcing fairness in private federated learning via the modified method of differential multipliers Borja Rodríguez Gálvez Filip Granqvist Rogier van Dalen M. Seigel FedML 48 52 0 17 Sep 2021
Continuous Streaming Multi-Talker ASR with Dual-path Transducers Desh Raj Liang Lu Zhuo Chen Yashesh Gaur Jinyu Li 19 17 0 17 Sep 2021
PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription Chen Zhang Jiaxing Yu Luchin Chang Xu Tan Jiawei Chen Tao Qin Kecheng Zhang 30 15 0 16 Sep 2021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition Felix Wu Kwangyoun Kim Jing Pan Kyu Jeong Han Kilian Q. Weinberger Yoav Artzi 27 71 0 14 Sep 2021
BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables B. Prabakaran Asima Akhtar Semeen Rehman Osman Hasan Muhammad Shafique 11 9 0 07 Sep 2021
SEC4SR: A Security Analysis Platform for Speaker Recognition Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 25 12 0 04 Sep 2021
SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory Zhijie Lin Zhou Zhao Haoyuan Li Jinglin Liu Meng Zhang Xingshan Zeng Xiaofei He 30 18 0 31 Aug 2021
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring Yaman Kumar Singla Avykat Gupta Shaurya Bagga Changyou Chen Balaji Krishnamurthy R. Shah 32 12 0 30 Aug 2021
CrossedWires: A Dataset of Syntactically Equivalent but Semantically Disparate Deep Learning Models Max Zvyagin Thomas Brettin Arvind Ramanathan Sumit Kumar Jha 19 1 0 29 Aug 2021
Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers Juntae Kim Jee-Hye Lee 32 6 0 22 Aug 2021
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition Arash Dehghani Seyyed Ali Seyyedsalehi 32 1 0 09 Aug 2021
Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters Chen Sun Shenggui Li Jinyue Wang Jun Yu 54 47 0 08 Aug 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Yiding Jiang Bidisha Sharma Maulik C. Madhavi Haizhou Li 36 25 0 05 Aug 2021
Imperceptible Adversarial Examples by Spatial Chroma-Shift A. Aydin Deniz Sen Berat Tuna Karli Oguz Hanoglu A. Temi̇zel AAML 26 16 0 05 Aug 2021
Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-Temporal Sparsity Chang Gao T. Delbruck Shih-Chii Liu 21 44 0 04 Aug 2021
Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach Zhixiong Jin Jiwon Kim H. Yeo Seongjin Choi 38 27 0 01 Aug 2021
The History of Speech Recognition to the Year 2030 Awni Y. Hannun AI4TS 26 21 0 30 Jul 2021
Brazilian Portuguese Speech Recognition Using Wav2vec 2.0 L. Gris Edresson Casanova F. S. Oliveira A. S. Soares A. Júnior 4 16 0 23 Jul 2021
Semantic Communications for Speech Recognition Zhenzi Weng Zhijin Qin Geoffrey Ye Li 33 35 0 22 Jul 2021
CREW: Computation Reuse and Efficient Weight Storage for Hardware-accelerated MLPs and RNNs Marc Riera J. Arnau Antonio González 15 5 0 20 Jul 2021
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems Anirudh Sreeram Nicholas Mehlman Raghuveer Peri D. Knox Shrikanth Narayanan 29 5 0 12 Jul 2021
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data K. Cheuk Dorien Herremans Li Su 58 32 0 11 Jul 2021
Advancing CTC-CRF Based End-to-End Speech Recognition with Wordpieces and Conformers Huahuan Zheng Wenjie Peng Zhijian Ou Jinsong Zhang 28 5 0 07 Jul 2021
ARM-Net: Adaptive Relation Modeling Network for Structured Data Shaofeng Cai Kaiping Zheng Gang Chen H. V. Jagadish Beng Chin Ooi Meihui Zhang 35 50 0 05 Jul 2021