Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

18 June 2019

Shuai Wang

Papers citing "Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition"

26 / 26 papers shown

Title
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness Erfan Loweimi Mengjie Qian Kate Knill Mark J. F. Gales 46 0 0 26 Apr 2025
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 39 4 0 21 Jul 2024
DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification Yuanyuan Wang Yang Zhang Zhiyong Wu Zhihan Yang Tao Wei Kun Zou Helen M. Meng 19 1 0 18 Oct 2023
PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker Verification Wonbin Kim Hyun-Seo Shin Ju-ho Kim Ju-Sung Heo Chanmann Lim Ha-Jin Yu 23 0 0 20 Jul 2023
Exploring Binary Classification Loss For Speaker Verification Bing Han Zhengyang Chen Y. Qian CVBM 24 10 0 17 Jul 2023
Speaker anonymization using orthogonal Householder neural network Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko BDL 26 18 0 30 May 2023
Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification Kwangje Baeg Yeong-Gwan Kim Youngsub Han Byoung-Ki Jeon 24 0 0 22 Jan 2023
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning John H. L. Hansen Zhenyu Wang 32 15 0 17 Nov 2022
Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022 Zhengyang Chen Bing Han Xu Xiang Houjun Huang Bei Liu Y. Qian 32 13 0 02 Nov 2022
Wespeaker: A Research and Production oriented Speaker Embedding Learning Toolkit Hongji Wang Che-Yuan Liang Shuai Wang Zhengyang Chen Binbin Zhang Xu Xiang Yan Deng Y. Qian 29 116 0 31 Oct 2022
Cover Reproducible Steganography via Deep Generative Models Kejiang Chen Hang Zhou Yaofei Wang Meng Li Weiming Zhang Neng H. Yu DiffM 31 9 0 26 Oct 2022
Learning Audio-Visual embedding for Person Verification in the Wild Peiwen Sun Shanshan Zhang Zishan Liu Yougen Yuan Tao Zhang Honggang Zhang Pengfei Hu 30 4 0 09 Sep 2022
SA-SASV: An End-to-End Spoof-Aggregated Spoofing-Aware Speaker Verification System Zhongwei Teng Quchen Fu Jules White Maria E. Powell Douglas C. Schmidt 30 11 0 12 Mar 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 64 25 0 26 Feb 2022
Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification Zhengyang Chen Sanyuan Chen Yu-Huan Wu Yao Qian Chengyi Wang Shujie Liu Y. Qian Michael Zeng SSL 26 124 0 12 Oct 2021
Self-Supervised Learning Based Domain Adaptation for Robust Speaker Verification Zhengyang Chen Shuai Wang Y. Qian 77 38 0 31 Aug 2021
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds Xuan Shi Erica Cooper Junichi Yamagishi 24 7 0 24 Jul 2021
AISPEECH-SJTU accent identification system for the Accented English Speech Recognition Challenge Houjun Huang Xu Xiang Yexin Yang Rao Ma Y. Qian 11 25 0 19 Feb 2021
Adversarial defense for automatic speaker verification by cascaded self-supervised learning models Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML 29 40 0 14 Feb 2021
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium Learning Sung Hwan Mun Woohyun Kang Min Hyun Han N. Kim SSL 46 20 0 22 Oct 2020
Clova Baseline System for the VoxCeleb Speaker Recognition Challenge 2020 Hee-Soo Heo Bong-Jin Lee Jaesung Huh Joon Son Chung 13 132 0 29 Sep 2020
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
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 29 430 0 26 Mar 2020
Learning Speaker Embedding with Momentum Contrast Ke Ding Xuanji He Guanglu Wan SSL 25 10 0 07 Jan 2020
BUT System Description to VoxCeleb Speaker Recognition Challenge 2019 Hossein Zeinali Shuai Wang Anna Silnova P. Matejka Oldrich Plchot DRL 13 246 0 16 Oct 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 251 2,233 0 14 Jun 2018