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Large Margin Softmax Loss for Speaker Verification

Large Margin Softmax Loss for Speaker Verification

6 April 2019
Yi Y. Liu
Liang He
Jia-Wei Liu
ArXiv (abs)PDFHTML

Papers citing "Large Margin Softmax Loss for Speaker Verification"

50 / 69 papers shown
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
Exploring Self-Supervised Audio Models for Generalized Anomalous Sound DetectionIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Bing Han
Anbai Jiang
Xinhu Zheng
W. Zhang
Jia Liu
Pingyi Fan
Yanmin Qian
245
6
0
17 Aug 2025
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker
  Verification
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification
Bei Liu
Yanmin Qian
485
0
0
02 Dec 2024
Prototype and Instance Contrastive Learning for Unsupervised Domain
  Adaptation in Speaker Verification
Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker VerificationInternational Symposium on Chinese Spoken Language Processing (ISCSLP), 2024
Wen Huang
Bing Han
Zhengyang Chen
Shuai Wang
Yanmin Qian
VLMSSL
271
1
0
22 Oct 2024
Generating Speakers by Prompting Listener Impressions for Pre-trained
  Multi-Speaker Text-to-Speech Systems
Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems
Zhengyang Chen
Xuechen Liu
Erica Cooper
Junichi Yamagishi
Yanmin Qian
237
3
0
13 Jun 2024
Towards Lightweight Speaker Verification via Adaptive Neural Network
  Quantization
Towards Lightweight Speaker Verification via Adaptive Neural Network QuantizationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2024
Bei Liu
Haoyu Wang
Yanmin Qian
MQ
547
3
0
08 Jun 2024
Speaker Characterization by means of Attention Pooling
Speaker Characterization by means of Attention Pooling
Federico Costa
Miquel India
Javier Hernando
320
2
0
07 May 2024
Additive Margin in Contrastive Self-Supervised Frameworks to Learn
  Discriminative Speaker Representations
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations
Theo Lepage
Reda Dehak
SSL
341
4
0
23 Apr 2024
Cosine Scoring with Uncertainty for Neural Speaker Embedding
Cosine Scoring with Uncertainty for Neural Speaker EmbeddingIEEE Signal Processing Letters (SPL), 2024
Qiongqiong Wang
Kong Aik Lee
233
5
0
11 Mar 2024
SA-SOT: Speaker-Aware Serialized Output Training for Multi-Talker ASR
SA-SOT: Speaker-Aware Serialized Output Training for Multi-Talker ASR
Zhiyun Fan
Linhao Dong
Jun Zhang
Lu Lu
Zejun Ma
242
13
0
04 Mar 2024
Diffusion-Based Adversarial Purification for Speaker Verification
Diffusion-Based Adversarial Purification for Speaker VerificationIEEE Signal Processing Letters (IEEE SPL), 2023
Yibo Bai
Ju Liu
Xuelong Li
DiffM
528
9
0
22 Oct 2023
Pairwise Similarity Learning is SimPLE
Pairwise Similarity Learning is SimPLE
Yandong Wen
Weiyang Liu
Yao Feng
Bhiksha Raj
Rita Singh
Adrian Weller
Michael J. Black
Bernhard Schölkopf
337
9
0
13 Oct 2023
Graph Neural Network Backend for Speaker Recognition
Graph Neural Network Backend for Speaker Recognition
Liang He
Rui Li
Mengqi Niu
293
0
0
17 Aug 2023
Exploring Binary Classification Loss For Speaker Verification
Exploring Binary Classification Loss For Speaker VerificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Bing Han
Zhengyang Chen
Y. Qian
CVBM
206
19
0
17 Jul 2023
Experimenting with Additive Margins for Contrastive Self-Supervised
  Speaker Verification
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker VerificationInterspeech (Interspeech), 2023
Theo Lepage
Reda Dehak
SSL
234
6
0
06 Jun 2023
A Teacher-Student approach for extracting informative speaker embeddings
  from speech mixtures
A Teacher-Student approach for extracting informative speaker embeddings from speech mixturesInterspeech (Interspeech), 2023
Tobias Cord-Landwehr
Christoph Boeddeker
Catalin Zorila
R. Doddipatla
Reinhold Haeb-Umbach
374
5
0
01 Jun 2023
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance
  Robust Speaker Verification
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker VerificationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Bing Han
Zhengyang Chen
Y. Qian
179
39
0
12 Apr 2023
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual
  Fine-Grained Learning
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ruize Xu
Ruoxuan Feng
Shi-Xiong Zhang
Di Hu
278
51
0
09 Mar 2023
Towards multi-task learning of speech and speaker recognition
Towards multi-task learning of speech and speaker recognitionInterspeech (Interspeech), 2023
Nik Vaessen
David A. van Leeuwen
CVBM
233
0
0
24 Feb 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition
Interpretable Spectrum Transformation Attacks to Speaker Recognition
Jiadi Yao
H. Luo
Xiao-Lei Zhang
AAML
186
2
0
21 Feb 2023
Label-free Knowledge Distillation with Contrastive Loss for Light-weight
  Speaker Recognition
Label-free Knowledge Distillation with Contrastive Loss for Light-weight Speaker RecognitionInternational Symposium on Chinese Spoken Language Processing (ISCSLP), 2022
Zhiyuan Peng
Xuanji He
Ke Ding
Tan Lee
Guanglu Wan
218
6
0
06 Dec 2022
Covariance Regularization for Probabilistic Linear Discriminant Analysis
Covariance Regularization for Probabilistic Linear Discriminant AnalysisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Zhiyuan Peng
Mingjie Shao
Xuanji He
Xu Li
Tan Lee
Ke Ding
Guanglu Wan
192
2
0
06 Dec 2022
Token-level Speaker Change Detection Using Speaker Difference and Speech
  Content via Continuous Integrate-and-fire
Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fireInterspeech (Interspeech), 2022
Zhiyun Fan
Zhenlin Liang
Linhao Dong
Yi Liu
Shiyu Zhou
Meng Cai
Jun Zhang
Zejun Ma
Bo Xu
161
2
0
17 Nov 2022
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker
  Verification
LMD: A Learnable Mask Network to Detect Adversarial Examples for Speaker VerificationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Xingqi Chen
Jie Wang
Xiaoli Zhang
Weiqiang Zhang
Kunde Yang
AAML
326
11
0
02 Nov 2022
The SpeakIn Speaker Verification System for Far-Field Speaker
  Verification Challenge 2022
The SpeakIn Speaker Verification System for Far-Field Speaker Verification Challenge 2022
Yu Zheng
Jinghan Peng
Yihao Chen
Yajun Zhang
Jialong Wang
Min Liu
Minqiang Xu
206
9
0
23 Sep 2022
The SpeakIn System Description for CNSRC2022
The SpeakIn System Description for CNSRC2022
Yu Zheng
Yihao Chen
Jinghan Peng
Yajun Zhang
Min Liu
Minqiang Xu
189
3
0
22 Sep 2022
The ReturnZero System for VoxCeleb Speaker Recognition Challenge 2022
The ReturnZero System for VoxCeleb Speaker Recognition Challenge 2022
Sangwon Suh
Sunjong Park
203
2
0
21 Sep 2022
The SJTU System for Short-duration Speaker Verification Challenge 2021
The SJTU System for Short-duration Speaker Verification Challenge 2021Interspeech (Interspeech), 2021
Bing Han
Zhengyang Chen
Zhikai Zhou
Y. Qian
108
9
0
03 Aug 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label
  Correction
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label CorrectionInterspeech (Interspeech), 2022
Bing Han
Zhengyang Chen
Y. Qian
156
43
0
03 Aug 2022
Data-Efficient Learning via Minimizing Hyperspherical Energy
Data-Efficient Learning via Minimizing Hyperspherical EnergyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Xiaofeng Cao
Weiyang Liu
Ivor W. Tsang
290
16
0
30 Jun 2022
Domain Agnostic Few-shot Learning for Speaker Verification
Domain Agnostic Few-shot Learning for Speaker VerificationInterspeech (Interspeech), 2022
Seunghan Yang
Debasmit Das
Jang Hyun Cho
Hyoungwoo Park
Sungrack Yun
OOD
186
7
0
28 Jun 2022
Back-ends Selection for Deep Speaker Embeddings
Back-ends Selection for Deep Speaker Embeddings
Zhuo Li
Runqiu Xiao
Zi-qiang Zhang
Zhenduo Zhao
Wenchao Wang
Pengyuan Zhang
174
0
0
25 Apr 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or
  PLDA?
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA?Interspeech (Interspeech), 2022
Qiongqiong Wang
Kong Aik Lee
Tianchi Liu
253
20
0
08 Apr 2022
Training speaker recognition systems with limited data
Training speaker recognition systems with limited dataInterspeech (Interspeech), 2022
Nik Vaessen
David A. van Leeuwen
339
6
0
28 Mar 2022
Privacy-Preserving Speech Representation Learning using Vector
  Quantization
Privacy-Preserving Speech Representation Learning using Vector Quantization
Pierre Champion
D. Jouvet
Anthony Larcher
SSL
111
0
0
15 Mar 2022
Real Additive Margin Softmax for Speaker Verification
Real Additive Margin Softmax for Speaker Verification
Lantian Li
Ruiqian Nai
Dong Wang
126
27
0
18 Oct 2021
Multi-query multi-head attention pooling and Inter-topK penalty for
  speaker verification
Multi-query multi-head attention pooling and Inter-topK penalty for speaker verificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Miao Zhao
Yufeng Ma
Yiwei Ding
Yu Zheng
Min Liu
Minqiang Xu
308
31
0
11 Oct 2021
Fine-tuning wav2vec2 for speaker recognition
Fine-tuning wav2vec2 for speaker recognition
Nik Vaessen
David A. van Leeuwen
296
129
0
30 Sep 2021
Improving Text-Independent Speaker Verification with Auxiliary Speakers
  Using Graph
Improving Text-Independent Speaker Verification with Auxiliary Speakers Using Graph
Jingyu Li
Si-Ioi Ng
Tan Lee
302
0
0
20 Sep 2021
SphereFace Revived: Unifying Hyperspherical Face Recognition
SphereFace Revived: Unifying Hyperspherical Face Recognition
Weiyang Liu
Yandong Wen
Bhiksha Raj
Rita Singh
Adrian Weller
3DHCVBM
390
55
0
12 Sep 2021
Beijing ZKJ-NPU Speaker Verification System for VoxCeleb Speaker
  Recognition Challenge 2021
Beijing ZKJ-NPU Speaker Verification System for VoxCeleb Speaker Recognition Challenge 2021
Li Zhang
Huan Zhao
Qinling Meng
Yanli Chen
Min Liu
Lei Xie
280
11
0
08 Sep 2021
The SpeakIn System for VoxCeleb Speaker Recognition Challange 2021
The SpeakIn System for VoxCeleb Speaker Recognition Challange 2021
Miao Zhao
Yufeng Ma
Min Liu
Minqiang Xu
265
67
0
05 Sep 2021
RSKNet-MTSP: Effective and Portable Deep Architecture for Speaker
  Verification
RSKNet-MTSP: Effective and Portable Deep Architecture for Speaker Verification
Yanfeng Wu
Chenkai Guo
Junan Zhao
Xiao Jin
Jing Xu
221
15
0
30 Aug 2021
AnyoneNet: Synchronized Speech and Talking Head Generation for Arbitrary
  Person
AnyoneNet: Synchronized Speech and Talking Head Generation for Arbitrary PersonIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Xinsheng Wang
Qicong Xie
Jihua Zhu
Lei Xie
O. Scharenborg
290
30
0
09 Aug 2021
Dynamic Multi-scale Convolution for Dialect Identification
Dynamic Multi-scale Convolution for Dialect Identification
Tianlong Kong
Shouyi Yin
Dawei Zhang
Wang Geng
Xin Wang
Dandan Song
Jinwen Huang
Huiyu Shi
Xiaorui Wang
105
8
0
02 Aug 2021
The HCCL Speaker Verification System for Far-Field Speaker Verification
  Challenge
The HCCL Speaker Verification System for Far-Field Speaker Verification Challenge
Zhuo Li
Ce Fang
Runqiu Xiao
Zhigao Chen
Wenchao Wang
Yonghong Yan
173
2
0
03 Jul 2021
Additive Phoneme-aware Margin Softmax Loss for Language Recognition
Additive Phoneme-aware Margin Softmax Loss for Language Recognition
Zheng Li
Yan Liu
Lin Li
Q. Hong
CVBM
223
8
0
24 Jun 2021
Adaptive Margin Circle Loss for Speaker Verification
Adaptive Margin Circle Loss for Speaker Verification
Runqiu Xiao
307
15
0
15 Jun 2021
Exploring Deep Learning for Joint Audio-Visual Lip Biometrics
Exploring Deep Learning for Joint Audio-Visual Lip Biometrics
Meng Liu
Longbiao Wang
Kong Aik Lee
Hanyi Zhang
Chang Zeng
Jianwu Dang
HAI
201
12
0
17 Apr 2021
Tune-In: Training Under Negative Environments with Interference for
  Attention Networks Simulating Cocktail Party Effect
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party EffectAAAI Conference on Artificial Intelligence (AAAI), 2021
Jun Wang
Max W. Y. Lam
Jane Polak Scowcroft
Dong Yu
175
7
0
02 Mar 2021
Contrastive Separative Coding for Self-supervised Representation
  Learning
Contrastive Separative Coding for Self-supervised Representation LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Jun Wang
Max W. Y. Lam
Jane Polak Scowcroft
Dong Yu
SSL
194
3
0
01 Mar 2021
12
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