Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels

16 September 2024

Ahmed Hussen Abdelaziz

Shinji Watanabe

Papers citing "Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-Labels"

21 / 21 papers shown

Title
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 38 3 0 17 Jun 2024
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models Jee-weon Jung Wangyou Zhang Jiatong Shi Zakaria Aldeneh Takuya Higuchi B. Theobald Ahmed Hussen Abdelaziz Shinji Watanabe 105 23 0 30 Jan 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 149 177 0 16 Jan 2024
Contrastive Speaker Embedding With Sequential Disentanglement Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 31 6 0 23 Sep 2023
Self-Supervised Learning with Cluster-Aware-DINO for High-Performance Robust Speaker Verification Bing Han Zhengyang Chen Y. Qian 41 21 0 12 Apr 2023
Pushing the limits of self-supervised speaker verification using regularized distillation framework Yafeng Chen Siqi Zheng Haibo Wang Luyao Cheng Qian Chen 40 26 0 08 Nov 2022
A comprehensive study on self-supervised distillation for speaker representation learning Zhengyang Chen Yao Qian Bing Han Y. Qian Michael Zeng SSL 75 17 0 28 Oct 2022
C3-DINO: Joint Contrastive and Non-contrastive Self-Supervised Learning for Speaker Verification Chunlei Zhang Dong Yu 75 19 0 15 Aug 2022
Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech Jaejin Cho Jesús Villalba Laureano Moro-Velazquez Najim Dehak SSL 56 18 0 10 Aug 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification Yang Zhang Zhiqiang Lv Haibin Wu Shanshan Zhang Pengfei Hu Zhiyong Wu Hung-yi Lee Helen Meng ViT 66 134 0 29 Mar 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 52 90 0 16 Mar 2022
Self-supervised Learning with Random-projection Quantizer for Speech Recognition Chung-Cheng Chiu James Qin Yu Zhang Jiahui Yu Yonghui Wu SSL 71 169 0 03 Feb 2022
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 147 2,939 0 14 Jun 2021
An iterative framework for self-supervised deep speaker representation learning Danwei Cai Weiqing Wang Ming Li SSL 34 37 0 25 Oct 2020
The IDLAB VoxCeleb Speaker Recognition Challenge 2020 System Description Jenthe Thienpondt Brecht Desplanques Kris Demuynck 48 49 0 23 Oct 2020
Iterative Pseudo-Labeling for Speech Recognition Qiantong Xu Tatiana Likhomanenko Jacob Kahn Awni Y. Hannun Gabriel Synnaeve R. Collobert VLM 56 132 0 19 May 2020
BUT System Description to VoxCeleb Speaker Recognition Challenge 2019 Hossein Zeinali Shuai Wang Anna Silnova P. Matejka Oldrich Plchot DRL 67 247 0 16 Oct 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 348 2,274 0 14 Jun 2018
Attentive Statistics Pooling for Deep Speaker Embedding K. Okabe Takafumi Koshinaka Koichi Shinoda 89 530 0 29 Mar 2018
MUSAN: A Music, Speech, and Noise Corpus David Snyder Guoguo Chen Daniel Povey 75 1,346 0 28 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014