A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition

22 June 2016

Papers citing "A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition"

35 / 35 papers shown

Title
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection Han Yin Yang Xiao Jisheng Bai Rohan Kumar Das 43 0 0 02 Nov 2024
Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning Simon Rampp M. Milling Andreas Triantafyllopoulos Björn Schuller 41 1 0 01 Nov 2024
Frequency & Channel Attention Network for Small Footprint Noisy Spoken Keyword Spotting Yuanxi Lin Yuriy Evgenyevich Gapanyuk 38 0 0 29 Jul 2024
WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System Yang Xiao Rohan Kumar Das 35 5 0 04 Jul 2024
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model Chen Huang Yang Deng Wenqiang Lei Jiancheng Lv Ido Dagan 48 4 0 20 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
SpacTor-T5: Pre-training T5 Models with Span Corruption and Replaced Token Detection Ke Ye Heinrich Jiang Afshin Rostamizadeh Ayan Chakrabarti Giulia DeSalvo Jean-François Kagy Lazaros Karydas Gui Citovsky Sanjiv Kumar 36 0 0 24 Jan 2024
Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning Aakriti Agrawal R. Aralikatti Yanchao Sun Furong Huang 28 0 0 12 Oct 2023
CL-MAE: Curriculum-Learned Masked Autoencoders Neelu Madan Nicolae-Cătălin Ristea Kamal Nasrollahi T. Moeslund Radu Tudor Ionescu 26 10 0 31 Aug 2023
KinSPEAK: Improving speech recognition for Kinyarwanda via semi-supervised learning methods Antoine Nzeyimana SSL 30 0 0 23 Aug 2023
Curriculum Guided Domain Adaptation in the Dark C. S. Jahan Andreas E. Savakis 24 3 0 02 Aug 2023
Data Augmentation in Training CNNs: Injecting Noise to Images M. E. Akbiyik 15 19 0 12 Jul 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar Kushal Majmundar Dheeraj M. Nagaraj A. Suggala ODL 32 6 0 15 Jun 2023
Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation Min Liu Yu Bao Chengqi Zhao Shujian Huang 29 3 0 31 Mar 2023
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild Yujiao Hao Boyu Wang Rong Zheng 42 4 0 03 Mar 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang Yang Yue Rui Lu Tian-De Liu Zhaobai Zhong S. Song Gao Huang 37 28 0 17 Nov 2022
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results Ao Zhang F. Yu Kaixun Huang Linfu Xie Longbiao Wang Eng Siong Chng Hui Bu Binbin Zhang Wei Chen Xin Xu 32 4 0 03 Nov 2022
Analyzing Robustness of End-to-End Neural Models for Automatic Speech Recognition Goutham Rajendran Wei Zou 23 2 0 17 Aug 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR Georgios Karakasidis Tamás Grósz M. Kurimo 22 2 0 10 Aug 2022
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness Dianwen Ng Jing Pang Yanghua Xiao Biao Tian Qiang Fu Eng Siong Chng 27 2 0 11 Apr 2022
Curriculum optimization for low-resource speech recognition Anastasia Kuznetsova Anurag Kumar Jennifer Drexler Fox Francis M. Tyers 31 3 0 17 Feb 2022
ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting Dianwen Ng Yunqi Chen Biao Tian Qiang Fu Chng Eng Siong 24 46 0 15 Jan 2022
Noise2Recon: Enabling Joint MRI Reconstruction and Denoising with Semi-Supervised and Self-Supervised Learning Arjun D Desai Batu Mehmet Ozturkler Christopher M. Sandino R. Boutin M. Willis S. Vasanawala B. Hargreaves Christopher Ré John M. Pauly Akshay S. Chaudhari 27 3 0 30 Sep 2021
Improving Reverberant Speech Separation with Multi-stage Training and Curriculum Learning R. Aralikatti Anton Ratnarajah Zhenyu Tang Tianyi Zhou 16 2 0 19 Jul 2021
Sound Event Detection Based on Curriculum Learning Considering Learning Difficulty of Events Noriyuki Tonami Keisuke Imoto Yuki Okamoto Takahiro Fukumori Y. Yamashita 17 4 0 10 Feb 2021
A bandit approach to curriculum generation for automatic speech recognition Anastasia Kuznetsova Anurag Kumar Francis M. Tyers 16 1 0 06 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 79 342 0 25 Jan 2021
KNN-enhanced Deep Learning Against Noisy Labels Shuyu Kong You Li Jia Wang Amin Rezaei H. Zhou NoLa 16 5 0 08 Dec 2020
A Survey on Curriculum Learning Xin Wang Yudong Chen Wenwu Zhu SyDa 32 22 0 25 Oct 2020
Curriculum Audiovisual Learning Di Hu Zechuan Wang Haoyi Xiong Dong Wang Feiping Nie Dejing Dou SSL 22 32 0 26 Jan 2020
Multilingual Speech Recognition with Corpus Relatedness Sampling Xinjian Li Siddharth Dalmia A. Black Florian Metze 16 17 0 02 Aug 2019
Physical Layer Identification based on Spatial-temporal Beam Features for Millimeter Wave Wireless Networks Sarankumar Balakrishnan Shreya Gupta Arupjyoti Bhuyan Pu Wang Dimitrios Koutsonikolas Zhi Sun 9 33 0 10 Feb 2019
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction Zixing Zhang Jing Han E. Coutinho Björn Schuller 26 38 0 26 Sep 2018
Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels Reza Lotfian Carlos Busso 16 85 0 25 May 2018
Delta Networks for Optimized Recurrent Network Computation Daniel Neil Junhaeng Lee T. Delbruck Shih-Chii Liu 31 66 0 16 Dec 2016