Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments

30 May 2017

Björn Schuller

Papers citing "Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments"

25 / 25 papers shown

Title
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception Divake Kumar Nastaran Darabi Sina Tayebati A. R. Trivedi 71 0 0 11 Feb 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes Aodi Li Liansheng Zhuang Xiao Long Minghong Yao Shafei Wang 180 0 0 18 Dec 2024
DLP: towards active defense against backdoor attacks with decoupled learning process Zonghao Ying Bin Wu AAML 44 6 0 18 Jun 2024
FAT-HuBERT: Front-end Adaptive Training of Hidden-unit BERT for Distortion-Invariant Robust Speech Recognition Dongning Yang Wei Wang Yanmin Qian 13 3 0 29 Nov 2023
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency Jiawei Shao Zijian Li Wenqiang Sun Tailin Zhou Yuchang Sun Lumin Liu Zehong Lin Yuyi Mao Jun Zhang FedML 37 23 0 20 Jul 2023
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction Jiuxin Lin X. Cai Heinrich Dinkel Jun Chen Zhiyong Yan Yongqing Wang Junbo Zhang Zhiyong Wu Yujun Wang Helen M. Meng 22 21 0 25 Jun 2023
Implementing Responsible AI: Tensions and Trade-Offs Between Ethics Aspects Conrad Sanderson David M. Douglas Qinghua Lu 37 11 0 17 Apr 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Blind Acoustic Room Parameter Estimation Using Phase Features Christopher Ick Adib Mehrabi Wenyu Jin 30 12 0 13 Mar 2023
Rethinking skip connection model as a learnable Markov chain Dengsheng Chen Jie Hu Wenwen Qiang Xiaoming Wei Enhua Wu BDL 14 1 0 30 Sep 2022
AID: Open-source Anechoic Interferer Dataset Philipp Götz Cagdas Tuna Andreas Walther Emanuel Habets 22 2 0 05 Aug 2022
Deep Forest with Hashing Screening and Window Screening Pengfei Ma Youxi Wu Y. Li Lei Guo He Jiang Xingquan Zhu X. Wu 40 19 0 25 Jul 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 22 4 0 03 May 2022
Mask scalar prediction for improving robust automatic speech recognition A. Narayanan James Walker S. Panchapagesan N. Howard Yuma Koizumi 11 4 0 26 Apr 2022
MUTEN: Boosting Gradient-Based Adversarial Attacks via Mutant-Based Ensembles Yuejun Guo Qiang Hu Maxime Cordy Michail Papadakis Yves Le Traon AAML 24 2 0 27 Sep 2021
The Performance Evaluation of Attention-Based Neural ASR under Mixed Speech Input Bradley He Martin H. Radfar 8 1 0 03 Aug 2021
Frustratingly Easy Noise-aware Training of Acoustic Models Desh Raj Jesus Villalba Daniel Povey Sanjeev Khudanpur VLM 6 3 0 04 Nov 2020
One-Shot Recognition of Manufacturing Defects in Steel Surfaces Aditya M. Deshpande A. Minai Manish Kumar 13 58 0 12 May 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 29 81 0 02 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 813 0 31 Dec 2019
Distributed Deep Convolutional Neural Networks for the Internet-of-Things Simone Disabato M. Roveri C. Alippi 16 47 0 02 Aug 2019
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 70 2,417 0 06 Sep 2018
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation Nikolaos Dionelis Mike Brookes 16 9 0 26 Jul 2018
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders Hongyu Shen D. George Eliu A. Huerta Zhizhen Zhao 30 66 0 27 Nov 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016