Unsupervised Speech Segmentation and Variable Rate Representation
Learning using Segmental Contrastive Predictive Coding

Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding

5 October 2021

Saurabhchand Bhati

Jesús Villalba

Laureano Moro Velázquez

Najim Dehak

Papers citing "Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding"

11 / 11 papers shown

Title
Text-Speech Language Models with Improved Cross-Modal Transfer by Aligning Abstraction Levels Santiago Cuervo Adel Moumen Yanis Labrak Sameer Khurana Antoine Laurent Mickael Rouvier R. Marxer 67 1 0 08 Mar 2025
Towards Unsupervised Speech Recognition Without Pronunciation Models Junrui Ni Liming Wang Yang Zhang Kaizhi Qian Heting Gao Mark Hasegawa-Johnson Chang-Dong Yoo SSL OffRL 77 0 0 10 Jan 2025
An Empirical Analysis of Speech Self-Supervised Learning at Multiple Resolutions Theo Clark Benedetta Cevoli Eloy de Jong Timofey Abramski Jamie Dougherty SSL 31 0 0 31 Oct 2024
A Simple HMM with Self-Supervised Representations for Phone Segmentation Gene-Ping Yang Hao Tang SSL 18 0 0 15 Sep 2024
Contrastive Learning-based User Identification with Limited Data on Smart Textiles Yunkang Zhang Ziyu Wu Zhen Liang Fangting Xie Quan Wan Mingjie Zhao Xiaohui Cai 15 0 0 06 Sep 2024
Towards Matching Phones and Speech Representations Gene-Ping Yang Hao Tang SSL 11 1 0 26 Oct 2023
Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning Saurabhchand Bhati Jesús Villalba Laureano Moro Velázquez Thomas Thebaud Najim Dehak CLIP 10 2 0 08 Sep 2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation Shaolei Zhang Yang Feng 6 17 0 25 May 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 14 30 0 27 Oct 2022
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech Santiago Cuervo Adrian Lañcucki R. Marxer Paweł Rychlikowski J. Chorowski SSL 6 13 0 05 Jun 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 11 9 0 01 Mar 2022