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Pushing the limits of self-supervised speaker verification using
  regularized distillation framework

Pushing the limits of self-supervised speaker verification using regularized distillation framework

8 November 2022
Yafeng Chen
Siqi Zheng
Haibo Wang
Luyao Cheng
Qian Chen
ArXivPDFHTML

Papers citing "Pushing the limits of self-supervised speaker verification using regularized distillation framework"

15 / 15 papers shown
Title
Investigation of Speaker Representation for Target-Speaker Speech
  Processing
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
31
1
0
15 Oct 2024
JOOCI: a Framework for Learning Comprehensive Speech Representations
JOOCI: a Framework for Learning Comprehensive Speech Representations
Hemant Yadav
R. Shah
Sunayana Sitaram
28
0
0
14 Oct 2024
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels
Zakaria Aldeneh
Takuya Higuchi
Jee-weon Jung
Li-Wei Chen
Stephen Shum
Ahmed Hussen Abdelaziz
Shinji Watanabe
Tatiana Likhomanenko
B. Theobald
VLM
SSL
44
0
0
16 Sep 2024
Self-Supervised Embeddings for Detecting Individual Symptoms of
  Depression
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression
Sri Harsha Dumpala
Katerina Dikaios
Abraham Nunes
Frank Rudzicz
Rudolf Uher
Sageev Oore
SSL
49
1
0
25 Jun 2024
Self-Distillation Prototypes Network: Learning Robust Speaker
  Representations without Supervision
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
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
Victor Miara
Theo Lepage
Reda Dehak
34
1
0
04 Jun 2024
What Do Self-Supervised Speech and Speaker Models Learn? New Findings
  From a Cross Model Layer-Wise Analysis
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
21
7
0
31 Jan 2024
Self-supervised Reflective Learning through Self-distillation and Online
  Clustering for Speaker Representation Learning
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning
Danwei Cai
Zexin Cai
Ming Li
25
0
0
03 Jan 2024
Contrastive Speaker Embedding With Sequential Disentanglement
Contrastive Speaker Embedding With Sequential Disentanglement
Youzhi Tu
Man-Wai Mak
Jen-Tzung Chien
CoGe
21
5
0
23 Sep 2023
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and
  Multi-Dialect Corpus for Speech Representation Disentanglement
3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement
Siqi Zheng
Luyao Cheng
Yafeng Chen
Haibo Wang
Qian Chen
14
16
0
27 Jun 2023
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker
  Verification
An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification
Yafeng Chen
Siqi Zheng
Haibo Wang
Luyao Cheng
Qian Chen
Jiajun Qi
16
38
0
22 May 2023
PRISM: Pre-trained Indeterminate Speaker Representation Model for
  Speaker Diarization and Speaker Verification
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification
Siqi Zheng
Hongbin Suo
Qian Chen
32
4
0
16 May 2022
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
329
5,785
0
29 Apr 2021
Augmentation adversarial training for self-supervised speaker
  recognition
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
VoxCeleb2: Deep Speaker Recognition
Joon Son Chung
Arsha Nagrani
Andrew Zisserman
242
2,233
0
14 Jun 2018
1