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Title

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

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

IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022

10 August 2022

Jesús Villalba

Laureano Moro-Velazquez

Najim Dehak

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

11 / 11 papers shown

Title
SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification Theo Lepage Reda Dehak 184 3 0 20 May 2025
Speaker-IPL: Unsupervised Learning of Speaker Characteristics with i-Vector based Pseudo-LabelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Zakaria Aldeneh Takuya Higuchi Jee-weon Jung Li-Wei Chen Stephen Shum Ahmed Hussen Abdelaziz Shinji Watanabe Tatiana Likhomanenko B. Theobald VLM SSL 195 2 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 285 23 0 21 Jul 2024
Towards the Next Frontier in Speech Representation Learning Using Disentanglement Varun Krishna Sriram Ganapathy SSL 169 2 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 145 7 0 04 Jun 2024
Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations Theo Lepage Reda Dehak SSL 176 4 0 23 Apr 2024
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive LearningIEEE International Conference on Multimedia and Expo (ICME), 2023 Xinfa Zhu Yuke Li Yinjiao Lei Ning Jiang Guoqing Zhao Lei Xie 206 2 0 26 Oct 2023
Experimenting with Additive Margins for Contrastive Self-Supervised Speaker VerificationInterspeech (Interspeech), 2023 Theo Lepage Reda Dehak SSL 140 6 0 06 Jun 2023
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 118 35 0 12 Apr 2023
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive PairsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Ruijie Tao Kong Aik Lee Rohan Kumar Das Ville Hautamaki Haizhou Li SSL 180 14 0 27 Oct 2022
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 392 388 0 25 Oct 2019