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

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

8 December 2021

Andrew O. Arnold

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

19 / 19 papers shown

Title
Safe Gradient Flow for Bilevel Optimization Sina Sharifi Nazanin Abolfazli E. Y. Hamedani Mahyar Fazlyab 31 0 0 27 Jan 2025
JOOCI: a Framework for Learning Comprehensive Speech Representations Hemant Yadav R. Shah Sunayana Sitaram 16 0 0 14 Oct 2024
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples Zhenyu Wang John H. L. Hansen AAML 30 1 0 23 Aug 2024
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation Hemant Yadav Sunayana Sitaram R. Shah SSL 42 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 21 2 0 17 Jun 2024
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification Mufan Sang John H. L. Hansen 20 6 0 01 Mar 2024
Singer Identity Representation Learning using Self-Supervised Techniques Bernardo Torres Stefan Lattner Gaël Richard SSL 22 8 0 10 Jan 2024
Weak Alignment Supervision from Hybrid Model Improves End-to-end ASR Jintao Jiang Yingbo Gao Zoltán Tüske 16 1 0 24 Nov 2023
Improving Transformer-based Networks With Locality For Automatic Speaker Verification Mufan Sang Yong Zhao Gang Liu John H. L. Hansen Jian Wu ViT 14 14 0 17 Feb 2023
Pushing the limits of self-supervised speaker verification using regularized distillation framework Yafeng Chen Siqi Zheng Haibo Wang Luyao Cheng Qian Chen 12 23 0 08 Nov 2022
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space Zhe Li Man-Wai Mak Helen M. Meng 24 9 0 29 Oct 2022
A comprehensive study on self-supervised distillation for speaker representation learning Zhengyang Chen Yao Qian Bing Han Y. Qian Michael Zeng SSL 31 16 0 28 Oct 2022
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs Ruijie Tao Kong Aik Lee Rohan Kumar Das Ville Hautamaki Haizhou Li SSL 27 8 0 27 Oct 2022
C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification Chunlei Zhang Dong Yu 19 17 0 15 Aug 2022
Multi-Frequency Information Enhanced Channel Attention Module for Speaker Representation Learning Mufan Sang John H. L. Hansen 6 13 0 10 Jul 2022
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay Arash Shahmansoori U. Roedig 17 1 0 17 May 2022
Pushing the limits of raw waveform speaker recognition Jee-weon Jung You Jin Kim Hee-Soo Heo Bong-Jin Lee Youngki Kwon Joon Son Chung 15 87 0 16 Mar 2022
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 48 74 0 23 Jul 2020
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018