Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning

13 December 2020

Papers citing "Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning"

41 / 41 papers shown

Title
Investigation of Speaker Representation for Target-Speaker Speech Processing Takanori Ashihara Takafumi Moriya Shota Horiguchi Junyi Peng Tsubasa Ochiai Marc Delcroix Kohei Matsuura Hiroshi Sato 28 1 0 15 Oct 2024
Improving Speaker Representations Using Contrastive Losses on Multi-scale Features Satvik Dixit Massa Baali Rita Singh Bhiksha Raj 24 0 0 07 Oct 2024
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation Hemant Yadav Sunayana Sitaram R. Shah SSL 47 0 0 20 Aug 2024
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 32 4 0 21 Jul 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 29 2 0 17 Jun 2024
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models Victor Miara Theo Lepage Reda Dehak 24 1 0 04 Jun 2024
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations Theo Lepage Reda Dehak SSL 22 1 0 23 Apr 2024
What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis Takanori Ashihara Marc Delcroix Takafumi Moriya Kohei Matsuura Taichi Asami Yusuke Ijima SSL 11 7 0 31 Jan 2024
Singer Identity Representation Learning using Self-Supervised Techniques Bernardo Torres Stefan Lattner Gaël Richard SSL 32 8 0 10 Jan 2024
Contrastive Speaker Embedding With Sequential Disentanglement Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 13 5 0 23 Sep 2023
Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions Sandipana Dowerah Ajinkya Kulkarni Romain Serizel D. Jouvet DiffM 19 1 0 05 Jul 2023
Feature Normalization for Fine-tuning Self-Supervised Models in Speech Enhancement Hejung Yang Hong-Goo Kang SSL 20 0 0 14 Jun 2023
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification Theo Lepage Reda Dehak SSL 11 3 0 06 Jun 2023
Speaker verification using attentive multi-scale convolutional recurrent network Yanxiong Li Zhongjie Jiang Wenchang Cao Qisheng Huang 27 8 0 01 Jun 2023
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker Verification Bing Han Zhengyang Chen Y. Qian 11 18 0 12 Apr 2023
Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding Haiquan Mao Fenglu Hong Man-Wai Mak 11 9 0 28 Mar 2023
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Spandan Dey Md. Sahidullah G. Saha 13 11 0 10 Feb 2023
Label-free Knowledge Distillation with Contrastive Loss for Light-weight Speaker Recognition Zhiyuan Peng Xuanji He Ke Ding Tan Lee Guanglu Wan 12 6 0 06 Dec 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition Zhenyu Wang John H. L. Hansen 23 21 0 17 Nov 2022
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 26 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 22 17 0 15 Aug 2022
Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech Jaejin Cho Jesús Villalba Laureano Moro Velázquez Najim Dehak SSL 25 16 0 10 Aug 2022
Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations Jaejin Cho R. Pappagari Piotr Żelasko Laureano Moro Velázquez Jesús Villalba Najim Dehak SSL 13 13 0 10 Aug 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Bing Han Zhengyang Chen Y. Qian 14 30 0 03 Aug 2022
Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning Théo Lepage Réda Dehak SSL 18 11 0 12 Jul 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Chi-Chang Lee Cheng-Hung Hu Yu-Chen Lin Chu-Song Chen Hsin-Min Wang Yu Tsao 24 2 0 18 Jun 2022
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay Arash Shahmansoori U. Roedig 17 1 0 17 May 2022
Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT Bowen Shi Abdel-rahman Mohamed Wei-Ning Hsu SSL 26 17 0 15 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 31 87 0 16 Mar 2022
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification Sung Hwan Mun Min Hyun Han Dongjune Lee Jihwan Kim N. Kim SSL 22 3 0 16 Dec 2021
Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization Mufan Sang Haoqi Li F. Liu Andrew O. Arnold Li Wan SSL 16 38 0 08 Dec 2021
Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words S. Balasubramanian Aditya Jajodia Gowtham Srinivasan CLIP 14 0 0 06 Nov 2021
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
The JHU submission to VoxSRC-21: Track 3 Jejin Cho Jesus Villalba Najim Dehak 6 21 0 28 Sep 2021
Injecting Text in Self-Supervised Speech Pretraining Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Gary Wang Pedro J. Moreno SSL 25 36 0 27 Aug 2021
Utilizing Self-supervised Representations for MOS Prediction Wei-Cheng Tseng Chien-yu Huang Wei-Tsung Kao Yist Y. Lin Hung-yi Lee SSL 19 63 0 07 Apr 2021
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 219 2,233 0 14 Jun 2018