Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation

Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation

21 June 2024

Thanh Tam Nguyen

Björn W. Schuller

Papers citing "Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation"

17 / 17 papers shown

Title
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition Yi Chang Zhao Ren Zixing Zhang Xin Jing Kun Qian Xi Shao Bin Hu Tanja Schultz Björn W. Schuller AAML 48 4 0 02 Feb 2024
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 81 75 0 11 Jan 2023
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning Yi Chang Zhao Ren Thanh Tam Nguyen Kun Qian Björn W. Schuller 48 5 0 26 Oct 2022
Fast Yet Effective Speech Emotion Recognition with Self-distillation Zhao Ren Thanh Tam Nguyen Yi Chang Björn W. Schuller 35 12 0 26 Oct 2022
Meta Knowledge Condensation for Federated Learning Ping Liu Xin Yu Qiufeng Wang DD FedML 57 29 0 29 Sep 2022
Privacy for Free: How does Dataset Condensation Help Privacy? Tian Dong Bo Zhao Lingjuan Lyu DD 68 115 0 01 Jun 2022
FedSynth: Gradient Compression via Synthetic Data in Federated Learning Shengyuan Hu Jack Goetz Kshitiz Malik Hongyuan Zhan Zhe Liu Yue Liu DD FedML 62 39 0 04 Apr 2022
Dataset Distillation by Matching Training Trajectories George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu FedML DD 170 387 0 22 Mar 2022
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 206 1,846 0 26 Oct 2021
Dataset Distillation with Infinitely Wide Convolutional Networks Timothy Nguyen Roman Novak Lechao Xiao Jaehoon Lee DD 90 233 0 27 Jul 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 147 2,939 0 14 Jun 2021
Towards Data Distillation for End-to-end Spoken Conversational Question Answering Chenyu You Nuo Chen Fenglin Liu Dongchao Yang Yuexian Zou 46 47 0 18 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 236 5,774 0 20 Jun 2020
Soft-Label Dataset Distillation and Text Dataset Distillation Ilia Sucholutsky Matthias Schonlau DD 126 135 0 06 Oct 2019
Dataset Distillation Tongzhou Wang Jun-Yan Zhu Antonio Torralba Alexei A. Efros DD 75 296 0 27 Nov 2018
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security M. Al-garadi Amr M. Mohamed A. Al-Ali Xiaojiang Du Mohsen Guizani 63 811 0 29 Jul 2018
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 296 6,660 0 08 Jun 2015