Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT

16 September 2024

Papers citing "Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT"

15 / 15 papers shown

Title
SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT Cheol Jun Cho Abdelrahman Mohamed Shang-Wen Li Alan W. Black Gopala K. Anumanchipalli 89 9 0 16 Oct 2023
What Do Self-Supervised Speech Models Know About Words? Ankita Pasad C. Chien Shane Settle Karen Livescu SSL 112 36 0 30 Jun 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Guanyong Wu Guan-Ting Lin Shang-Wen Li Hung-yi Lee 50 5 0 29 May 2023
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 157 608 0 07 Sep 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian Yang Zhang Heting Gao Junrui Ni Cheng-I Jeff Lai David D. Cox M. Hasegawa-Johnson Shiyu Chang DRL 61 112 0 20 Apr 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 57 40 0 28 Mar 2022
Textless Speech-to-Speech Translation on Real Data Ann Lee Hongyu Gong Paul-Ambroise Duquenne Holger Schwenk Peng-Jen Chen ... Sravya Popuri Yossi Adi J. Pino Jiatao Gu Wei-Ning Hsu 69 148 0 15 Dec 2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations Hyeong-Seok Choi Juheon Lee W. Kim Jie Hwan Lee Hoon Heo Kyogu Lee 81 158 0 27 Oct 2021
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 180 2,989 0 14 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 694 6,121 0 29 Apr 2021
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 371 6,833 0 13 Jun 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 127 2,279 0 26 Jun 2017
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 172 5,011 0 27 Jun 2016
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,328 0 11 Feb 2015