Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling

7 February 2022

Papers citing "Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling"

13 / 13 papers shown

Title
A model of early word acquisition based on realistic-scale audiovisual naming events Khazar Khorrami Okko Rasanen NAI 45 0 0 07 Jun 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System Khazar Khorrami María Andrea Cruz Blandón Tuomas Virtanen Okko Rasanen SSL 27 1 0 05 Jun 2023
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model Puyuan Peng Shang-Wen Li Okko Rasanen Abdel-rahman Mohamed David Harwath SSL VLM 26 7 0 19 May 2023
Comparative layer-wise analysis of self-supervised speech models Ankita Pasad Bowen Shi Karen Livescu SSL 33 109 0 08 Nov 2022
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 32 30 0 27 Oct 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning Tzu-hsun Feng Annie Dong Ching-Feng Yeh Shu-Wen Yang Tzu-Quan Lin ... Xuankai Chang Shinji Watanabe Abdel-rahman Mohamed Shang-Wen Li Hung-yi Lee ELM SSL 28 33 0 16 Oct 2022
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 49 567 0 07 Sep 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 128 349 0 21 May 2022
ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition Afra Alishahia Grzegorz Chrupała Alejandrina Cristià Emmanuel Dupoux Bertrand Higy Marvin Lavechin Okko Rasanen Chen Yu 41 7 0 14 Jul 2021
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Takashi Maekaku Xuankai Chang Yuya Fujita Li-Wei Chen Shinji Watanabe Alexander I. Rudnicky 109 13 0 13 Jul 2021
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 117 202 0 11 Dec 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