SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features

6 August 2021

Papers citing "SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features"

18 / 18 papers shown

Title
Frequency-mix Knowledge Distillation for Fake Speech Detection Cunhang Fan Shunbo Dong Jun Xue Yujie Chen Jiangyan Yi Zhao Lv 24 0 0 14 Jun 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 42 17 0 22 Apr 2024
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka 21 0 0 25 Mar 2024
PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis Efthymios Georgiou Yannis Avrithis Alexandros Potamianos 20 1 0 19 Dec 2023
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 25 1 0 13 Dec 2023
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning B. U. Demirel Christian Holz AI4TS 24 18 0 23 Sep 2023
Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data Peikun Guo Huiyuan Yang Akane Sano AI4TS 8 5 0 18 Sep 2023
AudRandAug: Random Image Augmentations for Audio Classification Teerath Kumar Muhammad Turab Alessandra Mileo Malika Bendechache Takfarinas Saber 18 7 0 09 Sep 2023
Generative Machine Listener Guanxin Jiang Lars Villemoes A. Biswas 11 2 0 18 Aug 2023
Multi-perspective Information Fusion Res2Net with RandomSpecmix for Fake Speech Detection Shunbo Dong Jun Xue Cunhang Fan Kang Zhu Yujie Chen Zhao Lv 23 4 0 27 Jun 2023
MPE4G: Multimodal Pretrained Encoder for Co-Speech Gesture Generation Gwantae Kim Seong-Soo Noh Insung Ham Hanseok Ko SLR 9 7 0 25 May 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 18 28 0 21 Dec 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park Sangdoo Yun Sanghyuk Chun AAML 21 32 0 21 Aug 2022
Efficient dynamic filter for robust and low computational feature extraction Donghyeon Kim Gwantae Kim Bokyeung Lee Jeong-gi Kwak D. Han Hanseok Ko 26 3 0 03 May 2022
Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 46 3 0 08 Apr 2022
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing Hemlata Tak Madhu R. Kamble J. Patino Massimiliano Todisco Nicholas W. D. Evans 60 102 0 08 Nov 2021
Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 32 78 0 13 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 40 9 0 05 Jun 2021