Title
CrowdSpeech and VoxDIY: Benchmark Datasets for Crowdsourced Audio Transcription Nikita Pavlichenko Ivan Stelmakh Dmitry Ustalov 30 19 0 02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 56 95 0 01 Jul 2021
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis Shammur A. Chowdhury Nadir Durrani Ahmed M. Ali 44 12 0 01 Jul 2021
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis Chuanpu Fu Qi Li Meng Shen Ke Xu AAML 20 148 0 28 Jun 2021
Cross-Modal Knowledge Distillation Method for Automatic Cued Speech Recognition Jianrong Wang Zi-yue Tang Xuewei Li Mei Yu Qiang Fang Li Liu BDL 11 14 0 25 Jun 2021
Where are we in semantic concept extraction for Spoken Language Understanding? Sahar Ghannay Antoine Caubrière Salima Mdhaffar G. Laperriere Bassam Jabaian Yannick Esteve 17 18 0 24 Jun 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training Anup Sarma Sonali Singh Huaipan Jiang Rui Zhang M. Kandemir Chita R. Das 19 1 0 22 Jun 2021
Silent Speech and Emotion Recognition from Vocal Tract Shape Dynamics in Real-Time MRI Laxmi Pandey A. Arif 14 8 0 16 Jun 2021
Exploiting Large-scale Teacher-Student Training for On-device Acoustic Models Jing Liu R. Swaminathan S. Parthasarathi Chunchuan Lyu Athanasios Mouchtaris Siegfried Kunzmann 30 9 0 11 Jun 2021
U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition Di Wu Binbin Zhang Chao Yang Zhendong Peng Wenjing Xia Xiaoyu Chen X. Lei 29 47 0 10 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Handcrafted Backdoors in Deep Neural Networks Sanghyun Hong Nicholas Carlini Alexey Kurakin 19 71 0 08 Jun 2021
Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation Dong Min Dong Bok Lee Eunho Yang Sung Ju Hwang 25 160 0 06 Jun 2021
Escaping Saddle Points Faster with Stochastic Momentum Jun-Kun Wang Chi-Heng Lin Jacob D. Abernethy ODL 11 22 0 05 Jun 2021
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence Charlotte Frenkel D. Bol Giacomo Indiveri 36 34 0 02 Jun 2021
A Generalizable Approach to Learning Optimizers Diogo Almeida Clemens Winter Jie Tang Wojciech Zaremba AI4CE 19 29 0 02 Jun 2021
A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling Menglu Yu Chuan Wu Bo Ji Jia Liu 13 9 0 28 May 2021
End-to-End Deep Fault Tolerant Control Daulet Baimukashev Bexultan Rakhim Matteo Rubagotti H. A. Varol 17 7 0 28 May 2021
Dynamic Network selection for the Object Detection task: why it matters and what we (didn't) achieve Emanuele Vitali Anton Lokhmotov G. Palermo 6 1 0 27 May 2021
BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons Dongcheng Zhao Yi Zeng Yang Li 35 40 0 27 May 2021
DTNN: Energy-efficient Inference with Dendrite Tree Inspired Neural Networks for Edge Vision Applications Yaoyu Zhang Wai Teng Tang Matthew Kay Fei Lee Chuping Qu Weng-Fai Wong Rick Siow Mong Goh 30 0 0 25 May 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 28 271 0 24 May 2021
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey Xiaoyu Zhang Chao Chen Yi Xie Xiaofeng Chen Jun Zhang Yang Xiang FedML 24 7 0 13 May 2021
Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition Khin Me Me Chit Laet Laet Lin 29 3 0 13 May 2021
Latency-Controlled Neural Architecture Search for Streaming Speech Recognition Liqiang He Shulin Feng Dan Su Dong Yu 29 0 0 08 May 2021
Relative stability toward diffeomorphisms indicates performance in deep nets Leonardo Petrini Alessandro Favero Mario Geiger M. Wyart OOD 38 15 0 06 May 2021
On the limit of English conversational speech recognition Zoltán Tüske G. Saon Brian Kingsbury 22 50 0 03 May 2021
End-to-End Speech Recognition from Federated Acoustic Models Yan Gao Titouan Parcollet Salah Zaiem Javier Fernandez-Marques Pedro Porto Buarque de Gusmão Daniel J. Beutel Nicholas D. Lane 28 43 0 29 Apr 2021
On Addressing Practical Challenges for RNN-Transducer Rui Zhao Jian Xue Jinyu Li Wenning Wei Lei He Jiawei Liu 25 31 0 27 Apr 2021
Protecting gender and identity with disentangled speech representations Dimitrios Stoidis Andrea Cavallaro 30 10 0 22 Apr 2021
Dual Head Adversarial Training Yujing Jiang Xingjun Ma S. Erfani James Bailey AAML 19 4 0 21 Apr 2021
Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers Yusuke Kida Tatsuya Komatsu M. Togami 21 1 0 21 Apr 2021
Mapping the Internet: Modelling Entity Interactions in Complex Heterogeneous Networks Šimon Mandlík Tomás Pevný 27 5 0 19 Apr 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 32 27 0 19 Apr 2021
A Full Text-Dependent End to End Mispronunciation Detection and Diagnosis with Easy Data Augmentation Techniques Kaiqi Fu Jones Lin Dengfeng Ke Yanlu Xie Jinsong Zhang Binghuai Lin 23 40 0 17 Apr 2021
Efficient conformer-based speech recognition with linear attention Shengqiang Li Menglong Xu Xiao-Lei Zhang 24 20 0 14 Apr 2021
Phoneme-based Distribution Regularization for Speech Enhancement Yajing Liu Xiulian Peng Zhiwei Xiong Yan Lu 10 4 0 08 Apr 2021
WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition Zhichao Wang Wenwen Yang Pan Zhou Wei Chen RALM 34 17 0 08 Apr 2021
Pushing the Limits of Non-Autoregressive Speech Recognition Edwin G. Ng Chung-Cheng Chiu Yu Zhang William Chan VLM 16 27 0 07 Apr 2021
GPU Domain Specialization via Composable On-Package Architecture Yaosheng Fu Evgeny Bolotin Niladrish Chatterjee D. Nellans S. Keckler 22 12 0 05 Apr 2021
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency Yangyang Shi Varun K. Nagaraja Chunyang Wu Jay Mahadeokar Duc Le ... Ching-Feng Yeh Julian Chan Christian Fuegen Ozlem Kalinli M. Seltzer 27 15 0 05 Apr 2021
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification S. Silva Arun Das I. Scarff Peyman Najafirad AAML 20 1 0 05 Apr 2021
A Comparative Analysis of Machine Learning and Grey Models Gang He Khwaja Mutahir Ahmad Wenxin Yu Xiaochuan Xu J. Kumar SyDa AI4TS 31 0 0 02 Apr 2021
Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices Gonçalo Mordido Matthijs Van Keirsbilck A. Keller 32 6 0 31 Mar 2021
Adversarial Attacks and Defenses for Speech Recognition Systems Piotr Żelasko Sonal Joshi Yiwen Shao Jesus Villalba J. Trmal Najim Dehak Sanjeev Khudanpur AAML 21 28 0 31 Mar 2021
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint Zilun Peng Akshay Budhkar Ilana Tuil J. Levy Parinaz Sobhani Raphael Cohen J. Nassour 9 32 0 29 Mar 2021
Construction of a Large-scale Japanese ASR Corpus on TV Recordings Shintaro Ando Hiromasa Fujihara 11 21 0 26 Mar 2021
HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks Peizhuo Lv Pan Li Shengzhi Zhang Kai Chen Ruigang Liang Yue Zhao Yingjiu Li AAML 6 5 0 25 Mar 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 24 117 0 22 Mar 2021
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen Jiangshan Zhang Xuejing Yuan Shengzhi Zhang Kai Chen Xiaofeng Wang Shanqing Guo AAML 39 15 0 19 Mar 2021