Title
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping Jenthe Thienpondt Kris Demuynck 17 11 0 19 Jun 2022
Residual Language Model for End-to-end Speech Recognition E. Tsunoo Yosuke Kashiwagi Chaitanya Narisetty Shinji Watanabe 24 11 0 15 Jun 2022
LADDER: Latent Boundary-guided Adversarial Training Xiaowei Zhou Ivor W. Tsang Jie Yin AAML 25 6 0 08 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AI Fabrizia Auletta Rachel W. Kallen M. D. Bernardo Micheal J. Richardson 6 2 0 06 Jun 2022
Lip-Listening: Mixing Senses to Understand Lips using Cross Modality Knowledge Distillation for Word-Based Models Hadeel Mabrouk Omar Abugabal Nourhan Sakr Hesham M. Eraqi VLM 33 2 0 05 Jun 2022
Toward a realistic model of speech processing in the brain with self-supervised learning Juliette Millet Charlotte Caucheteux Pierre Orhan Yves Boubenec Alexandre Gramfort Ewan Dunbar Christophe Pallier J. King 33 92 0 03 Jun 2022
Deep neural networks can stably solve high-dimensional, noisy, non-linear inverse problems Andrés Felipe Lerma Pineda P. Petersen 31 5 0 02 Jun 2022
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems Ali Mokhtari Md. Abir Hossen Pooyan Jamshidi M. Salehi 29 9 0 31 May 2022
Do self-supervised speech models develop human-like perception biases? Juliette Millet Ewan Dunbar SSL 24 20 0 31 May 2022
Adaptive Activation Network For Low Resource Multilingual Speech Recognition Jian Luo Jianzong Wang Ning Cheng Zhenpeng Zheng Jing Xiao 30 0 0 28 May 2022
Self-supervised models of audio effectively explain human cortical responses to speech Aditya R. Vaidya Shailee Jain Alexander G. Huth 33 42 0 27 May 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed Data Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 31 14 0 26 May 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie Zhang Zitian Zhang Lirong Dai 43 15 0 26 May 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit Hui Zhang Tian Yuan Junkun Chen Xintong Li Renjie Zheng ... Zeyu Chen Xiaoguang Hu Dianhai Yu Yanjun Ma Liang Huang AuLLM 36 24 0 20 May 2022
Insights on Neural Representations for End-to-End Speech Recognition A. Ollerenshaw Md. Asif Jalal Thomas Hain 18 7 0 19 May 2022
Learning Rate Curriculum Florinel-Alin Croitoru Nicolae-Cătălin Ristea Radu Tudor Ionescu N. Sebe 19 9 0 18 May 2022
Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis Zhenzi Weng Zhijin Qin Xiaoming Tao Chengkang Pan Guangyi Liu Geoffrey Ye Li 41 132 0 09 May 2022
A Highly Adaptive Acoustic Model for Accurate Multi-Dialect Speech Recognition Sanghyun Yoo Inchul Song Yoshua Bengio 22 28 0 06 May 2022
Non-Autoregressive Machine Translation: It's Not as Fast as it Seems Jindvrich Helcl Barry Haddow Alexandra Birch 27 20 0 04 May 2022
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training Ahsan Ali Syed Zawad Paarijaat Aditya Istemi Ekin Akkus Ruichuan Chen Feng Yan 34 9 0 04 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 48 37 0 02 May 2022
DDDM: a Brain-Inspired Framework for Robust Classification Xiyuan Chen Xingyu Li Yi Zhou Tianming Yang AAML DiffM 43 7 0 01 May 2022
Named Entity Recognition for Audio De-Identification Guillaume Baril P. Cardinal Alessandro Lameiras Koerich 24 3 0 26 Apr 2022
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection Carol Xu M. Famouri Gautam Bathla Saeejith Nair M. Shafiee Alexander Wong 19 4 0 25 Apr 2022
Distributionally Robust Models with Parametric Likelihood Ratios Paul Michel Tatsunori Hashimoto Graham Neubig OOD 30 15 0 13 Apr 2022
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition Rishabh Jain Andrei Barcovschi Mariam Yiwere Dan Bigioi Peter Corcoran H. Cucu 28 31 0 06 Apr 2022
Successes and critical failures of neural networks in capturing human-like speech recognition Federico Adolfi J. Bowers David Poeppel UQCV 30 19 0 06 Apr 2022
Towards End-to-end Unsupervised Speech Recognition Alexander H. Liu Wei-Ning Hsu Michael Auli Alexei Baevski SSL 31 74 0 05 Apr 2022
Lip to Speech Synthesis with Visual Context Attentional GAN Minsu Kim Joanna Hong Y. Ro 31 51 0 04 Apr 2022
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Minsoo Kang Jaeyoo Park Bohyung Han CLL 27 179 0 02 Apr 2022
Text-To-Speech Data Augmentation for Low Resource Speech Recognition Rodolfo Zevallos 21 4 0 01 Apr 2022
Better Intermediates Improve CTC Inference Tatsuya Komatsu Yusuke Fujita Jaesong Lee Lukas Lee Shinji Watanabe Yusuke Kida 17 5 0 01 Apr 2022
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations L. D. Prasad Sreyan Ghosh S. Umesh 25 12 0 31 Mar 2022
Memory-Efficient Training of RNN-Transducer with Sampled Softmax Jaesong Lee Lukas Lee Shinji Watanabe 30 8 0 31 Mar 2022
Recent improvements of ASR models in the face of adversarial attacks R. Olivier Bhiksha Raj AAML 24 13 0 29 Mar 2022
Streaming parallel transducer beam search with fast-slow cascaded encoders Jay Mahadeokar Yangyang Shi Ke Li Duc Le Jiedan Zhu Vikas Chandra Ozlem Kalinli M. Seltzer 35 15 0 29 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 29 94 0 29 Mar 2022
Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems Nicholas Mehlman Anirudh Sreeram Raghuveer Peri Shrikanth Narayanan AAML 29 4 0 29 Mar 2022
Training speaker recognition systems with limited data Nik Vaessen David A. van Leeuwen 19 6 0 28 Mar 2022
Impact of Dataset on Acoustic Models for Automatic Speech Recognition S. Singh 11 0 0 25 Mar 2022
Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition Marie Biolková Bac Nguyen AAML 33 2 0 18 Mar 2022
Self-Normalized Density Map (SNDM) for Counting Microbiological Objects K. Graczyk J. Pawlowski Sylwia Majchrowska Tomasz Golan 28 9 0 15 Mar 2022
DialogueNeRF: Towards Realistic Avatar Face-to-Face Conversation Video Generation Yichao Yan Zanwei Zhou Zi Wang Chen-Ning Yang Xiaokang Yang CVBM 21 19 0 15 Mar 2022
Magnetic Field Prediction Using Generative Adversarial Networks Stefan Pollok Nataniel Olden-Jorgensen P. S. Jørgensen Rasmus Bjørk GAN AI4CE 29 15 0 14 Mar 2022
Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems H. Abdullah Aditya Karlekar S. Prasad Muhammad Sajidur Rahman Logan Blue L. A. Bauer Vincent Bindschaedler Patrick Traynor AAML 29 3 0 10 Mar 2022
Shfl-BW: Accelerating Deep Neural Network Inference with Tensor-Core Aware Weight Pruning Guyue Huang Haoran Li Minghai Qin Fei Sun Yufei Din Yuan Xie 32 18 0 09 Mar 2022
Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations Ruijie Yan Shuang Peng Haitao Mi Liang Jiang Shihui Yang Yuchi Zhang Jiajun Li Liangrui Peng Yongliang Wang Zujie Wen 20 4 0 08 Mar 2022
GaitEdge: Beyond Plain End-to-end Gait Recognition for Better Practicality Junhao Liang Chao Fan Saihui Hou Chuanfu Shen Yongzhen Huang Shiqi Yu CVBM 17 71 0 08 Mar 2022
aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA Md. Imran Hossen X. Hei 31 4 0 05 Mar 2022