Non-Contrastive Self-supervised Learning for Utterance-Level Information
Extraction from Speech

Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech

10 August 2022

Jesús Villalba

Laureano Moro Velázquez

Najim Dehak

Papers citing "Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech"

14 / 14 papers shown

Title
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
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
Towards the Next Frontier in Speech Representation Learning Using Disentanglement Varun Krishna Sriram Ganapathy SSL 17 1 0 02 Jul 2024
Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models Victor Miara Theo Lepage Reda Dehak 37 1 0 04 Jun 2024
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations Theo Lepage Reda Dehak SSL 24 1 0 23 Apr 2024
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning Xinfa Zhu Yuke Li Yinjiao Lei Ning Jiang Guoqing Zhao Lei Xie 23 0 0 26 Oct 2023
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification Theo Lepage Reda Dehak SSL 13 3 0 06 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
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 29 8 0 27 Oct 2022
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description Jenthe Thienpondt Brecht Desplanques Kris Demuynck 43 26 0 09 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 347 5,785 0 29 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
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 251 2,233 0 14 Jun 2018