Speech SIMCLR: Combining Contrastive and Reconstruction Objective for
Self-supervised Speech Representation Learning

Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning

27 October 2020

Wei Zou

Xiangang Li

Papers citing "Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning"

16 / 16 papers shown

Title
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 59 0 0 17 Feb 2025
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 40 6 0 09 Oct 2024
MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition Jiaming Zhou Shiwan Zhao Ning Jiang Guoqing Zhao Yong Qin 30 7 0 22 Feb 2023
TriNet: stabilizing self-supervised learning from complete or slow collapse on ASR Lixin Cao Jun Wang Ben Yang Dan Su Dong Yu 20 4 0 12 Dec 2022
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup Vasista Sai Lodagala Sreyan Ghosh S. Umesh SSL 35 5 0 02 Nov 2022
Equivariant Self-Supervision for Musical Tempo Estimation Elio Quinton 37 9 0 03 Sep 2022
SampleMatch: Drum Sample Retrieval by Musical Context Stefan Lattner 24 7 0 01 Aug 2022
Contrastive Siamese Network for Semi-supervised Speech Recognition S. Khorram Jaeyoung Kim Anshuman Tripathi Han Lu Qian Zhang Hasim Sak SSL 31 11 0 27 May 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 137 352 0 21 May 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 27 19 0 26 Apr 2022
SSAST: Self-Supervised Audio Spectrogram Transformer Yuan Gong Cheng-I Jeff Lai Yu-An Chung James R. Glass ViT 38 268 0 19 Oct 2021
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT Heng-Jui Chang Shu-Wen Yang Hung-yi Lee SSL 43 165 0 05 Oct 2021
Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch Jakob Poncelet Hugo Van hamme SSL 28 1 0 29 Sep 2021
Injecting Text in Self-Supervised Speech Pretraining Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Gary Wang Pedro J. Moreno SSL 25 36 0 27 Aug 2021
Conditional independence for pretext task selection in Self-supervised speech representation learning Salah Zaiem Titouan Parcollet S. Essid SSL 6 4 0 15 Apr 2021
Addressing Feature Suppression in Unsupervised Visual Representations Tianhong Li Lijie Fan Yuan. Yuan Hao He Yonglong Tian Rogerio Feris Piotr Indyk Dina Katabi SSL 35 15 0 17 Dec 2020