Title
A Conformer Based Acoustic Model for Robust Automatic Speech Recognition Yufeng Yang Peidong Wang DeLiang Wang 20 12 0 01 Mar 2022
A Survey of Multilingual Models for Automatic Speech Recognition Hemant Yadav Sunayana Sitaram 24 35 0 25 Feb 2022
Differentially Private Speaker Anonymization Ali Shahin Shamsabadi B. M. L. Srivastava A. Bellet Nathalie Vauquier Emmanuel Vincent Mohamed Maouche Marc Tommasi Nicolas Papernot MIACV 54 33 0 23 Feb 2022
Memory Planning for Deep Neural Networks Maksim Levental 31 4 0 23 Feb 2022
Korean Tokenization for Beam Search Rescoring in Speech Recognition Kyuhong Shim Hyewon Bae Wonyong Sung 24 0 0 22 Feb 2022
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels C. Sarvani Mrinmoy Ghorai S. Dubey S. H. Shabbeer Basha VLM 39 37 0 22 Feb 2022
Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey Ngoc Dung Huynh Mohamed Reda Bouadjenek Imran Razzak Kevin Lee Chetan Arora Ali Hassani A. Zaslavsky AAML 34 6 0 22 Feb 2022
Spanish and English Phoneme Recognition by Training on Simulated Classroom Audio Recordings of Collaborative Learning Environments Mario Esparza 24 0 0 21 Feb 2022
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines Alexander Isenko R. Mayer Jeffrey Jedele Hans-Arno Jacobsen 19 23 0 17 Feb 2022
Multi-style Training for South African Call Centre Audio Walter Heymans Marelie Hattingh Davel C. van Heerden 11 3 0 15 Feb 2022
DeepONet-Grid-UQ: A Trustworthy Deep Operator Framework for Predicting the Power Grid's Post-Fault Trajectories Christian Moya Shiqi Zhang Meng Yue Guang Lin 22 42 0 15 Feb 2022
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme Franyell Silfa J. Arnau Antonio González 27 1 0 14 Feb 2022
Compute Trends Across Three Eras of Machine Learning J. Sevilla Lennart Heim A. Ho T. Besiroglu Marius Hobbhahn Pablo Villalobos 39 269 0 11 Feb 2022
FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation Yuantian Miao Chao Chen Lei Pan Jun Zhang Yang Xiang AAML 20 2 0 11 Feb 2022
ASRPU: A Programmable Accelerator for Low-Power Automatic Speech Recognition D. Pinto J. Arnau Antonio González 33 0 0 10 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 26 24 0 07 Feb 2022
Towards Training Reproducible Deep Learning Models Boyuan Chen Mingzhi Wen Yong Shi Dayi Lin Gopi Krishnan Rajbahadur Zhen Ming Z. Jiang SyDa 17 37 0 04 Feb 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 25 8 0 04 Feb 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
Joint Speech Recognition and Audio Captioning Chaitanya Narisetty E. Tsunoo Xuankai Chang Yosuke Kashiwagi Michael Hentschel Shinji Watanabe 21 10 0 03 Feb 2022
Imperceptible and Multi-channel Backdoor Attack against Deep Neural Networks Mingfu Xue S. Ni Ying-Chang Wu Yushu Zhang Jian Wang Weiqiang Liu AAML 32 13 0 31 Jan 2022
The Norwegian Parliamentary Speech Corpus Per Erik Solberg Pablo Ortiz 6 13 0 26 Jan 2022
Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR Yufei Liu Rao Ma Haihua Xu Yi He Zejun Ma Weibin Zhang 28 12 0 26 Jan 2022
Improved Mispronunciation detection system using a hybrid CTC-ATT based approach for L2 English speakers Neha Baranwal Sharatkumar Chilaka 22 2 0 25 Jan 2022
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition Qiu-shi Zhu Jie Zhang Zi-qiang Zhang Ming Wu Xin Fang Lirong Dai 123 40 0 22 Jan 2022
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation Xian Liu Yinghao Xu Qianyi Wu Hang Zhou Wayne Wu Bolei Zhou VGen DiffM 3DH 45 140 0 19 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 34 101 0 15 Jan 2022
Robust Self-Supervised Audio-Visual Speech Recognition Bowen Shi Wei-Ning Hsu Abdel-rahman Mohamed 39 90 0 05 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 33 20 0 04 Jan 2022
DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering Shunyu Yao Ruizhe Zhong Yichao Yan Guangtao Zhai Xiaokang Yang CVBM 29 90 0 03 Jan 2022
Making AI 'Smart': Bridging AI and Cognitive Science Madhav Agarwal Siddhant Bansal 31 0 0 31 Dec 2021
Towards Relatable Explainable AI with the Perceptual Process Wencan Zhang Brian Y. Lim AAML XAI 25 62 0 28 Dec 2021
Multi-Dialect Arabic Speech Recognition Abbas Raza Ali 22 15 0 25 Dec 2021
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition Changfeng Gao Gaofeng Cheng Pengyuan Zhang 25 4 0 23 Dec 2021
A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods Md. Khaledur Rahman A. Azad AI4TS 27 3 0 20 Dec 2021
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing Joonhyung Park J. Yang Jinwoo Shin Sung Ju Hwang Eunho Yang 33 23 0 16 Dec 2021
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 40 16 0 14 Dec 2021
Real-Time Neural Voice Camouflage Mia Chiquier Chengzhi Mao Carl Vondrick 27 6 0 14 Dec 2021
Perceptual Loss with Recognition Model for Single-Channel Enhancement and Robust ASR Peter William VanHarn Plantinga Deblin Bagchi Eric Fosler-Lussier 46 10 0 11 Dec 2021
Are E2E ASR models ready for an industrial usage? Valentin Vielzeuf G. Antipov 26 8 0 09 Dec 2021
FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning Keyu Yang Lu Chen Zhihao Zeng Yunjun Gao 23 9 0 08 Dec 2021
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules Xinfeng Xie Prakash Prabhu Ulysse Beaugnon P. Phothilimthana Sudip Roy Azalia Mirhoseini E. Brevdo James Laudon Yanqi Zhou 30 5 0 07 Dec 2021
Training end-to-end speech-to-text models on mobile phones S. Zitha Raghavendra Rao Suresh Pooja S B. Rao T. V. Prabhakar 19 1 0 07 Dec 2021
On Large Batch Training and Sharp Minima: A Fokker-Planck Perspective Xiaowu Dai Yuhua Zhu 27 4 0 02 Dec 2021
Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency P. Bamdev Manraj Singh Grover Yaman Kumar Singla Payman Vafaee Mika Hama R. Shah 26 12 0 30 Nov 2021
Factorized Fourier Neural Operators Alasdair Tran A. Mathews Lexing Xie Cheng Soon Ong AI4CE 34 142 0 27 Nov 2021
Romanian Speech Recognition Experiments from the ROBIN Project Andrei-Marius Avram Vasile Puaics Dan Tufics 16 4 0 23 Nov 2021
Human-Machine Interaction Speech Corpus from the ROBIN project V. Pais Radu Ion Andrei-Marius Avram Elena Irimia V. Mititelu Maria Mitrofan 17 6 0 22 Nov 2021
Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks Kaiyuan Liu Xingyu Li Yu-Rui Lai Hong Xie Hang Su Jiacheng Wang Chunxu Guo J. Guan Yi Zhou AAML 31 3 0 21 Nov 2021
The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage Daniel Galvez G. Diamos Juan Ciro Juan Felipe Cerón Keith Achorn Anjali Gopi David Kanter Maximilian Lam Mark Mazumder Vijay Janapa Reddi 22 95 0 17 Nov 2021