Self-Supervised Speaker Verification with Simple Siamese Network and
Self-Supervised Regularization

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Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization

8 December 2021

Andrew O. Arnold

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Papers citing "Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization"

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Title
Enhancing Self-Supervised Speaker Verification Using Similarity-Connected Graphs and GCN Zhaorui Sun Yihao Chen Jialong Wang Minqiang Xu Lei Fang Sian Fang Lin Liu SSL 128 1 0 04 Sep 2025
SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Theo Lepage Reda Dehak 210 3 0 20 May 2025
Safe Gradient Flow for Bilevel OptimizationAmerican Control Conference (ACC), 2025 Sina Sharifi Nazanin Abolfazli Erfan Yazdandoost Hamedani Mahyar Fazlyab 290 3 0 27 Jan 2025
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation Hemant Yadav Sunayana Sitaram R. Shah SSL 288 0 0 20 Aug 2024
Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision Yafeng Chen Siqi Zheng Hui Wang Luyao Cheng Qian Chen Shiliang Zhang Wen Wang SSL 128 6 0 17 Jun 2024
Improving Transformer-based Networks With Locality For Automatic Speaker VerificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Mufan Sang Yong Zhao Gang Liu John H. L. Hansen Jian Wu ViT 188 15 0 17 Feb 2023
Pushing the limits of self-supervised speaker verification using regularized distillation frameworkIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yafeng Chen Siqi Zheng Haibo Wang Luyao Cheng Qian Chen 127 34 0 08 Nov 2022
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular SpaceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Zhe Li Man-Wai Mak Helen M. Meng 263 15 0 29 Oct 2022
A comprehensive study on self-supervised distillation for speaker representation learningSpoken Language Technology Workshop (SLT), 2022 Zhengyang Chen Yao Qian Bing Han Y. Qian Michael Zeng SSL 314 23 0 28 Oct 2022
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive PairsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Ruijie Tao Kong Aik Lee Rohan Kumar Das Ville Hautamaki Haizhou Li SSL 188 14 0 27 Oct 2022
Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation LearningInterspeech (Interspeech), 2022 Mufan Sang John H. L. Hansen 120 17 0 10 Jul 2022
Pushing the limits of raw waveform speaker recognitionInterspeech (Interspeech), 2022 Jee-weon Jung You Jin Kim Hee-Soo Heo Bong-Jin Lee Youngki Kwon Joon Son Chung 211 117 0 16 Mar 2022