Segmental Contrastive Predictive Coding for Unsupervised Word
Segmentation

Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation

3 June 2021

Saurabhchand Bhati

Jesús Villalba

Laureano Moro-Velazquez

Najim Dehak

Papers citing "Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation"

17 / 17 papers shown

Title
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 37 0 0 22 Sep 2024
Smooth InfoMax -- Towards easier Post-Hoc interpretability Fabian Denoodt Bart de Boer José Oramas 21 2 0 23 Aug 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces Heng-Jui Chang James R. Glass 43 3 0 15 Nov 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 44 1 0 08 Oct 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 38 7 0 19 May 2023
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki Edoardo Ponti 22 42 0 17 Nov 2022
Phoneme Segmentation Using Self-Supervised Speech Models Luke Strgar David Harwath SSL 32 10 0 02 Nov 2022
Learning Dependencies of Discrete Speech Representations with Neural Hidden Markov Models Sung-Lin Yeh Hao Tang SSL BDL 35 1 0 29 Oct 2022
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 34 30 0 27 Oct 2022
On Compressing Sequences for Self-Supervised Speech Models Yen Meng Hsuan-Jui Chen Jiatong Shi Shinji Watanabe Paola García Hung-yi Lee Hao Tang SSL 21 15 0 13 Oct 2022
Unsupervised Word Segmentation using K Nearest Neighbors T. Fuchs Yedid Hoshen Joseph Keshet SSL 30 6 0 27 Apr 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 31 8 0 11 Apr 2022
Autoregressive Co-Training for Learning Discrete Speech Representations Sung-Lin Yeh Hao Tang SSL 29 6 0 29 Mar 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 22 39 0 28 Mar 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 21 11 0 01 Mar 2022
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring Herman Kamper 34 25 0 24 Feb 2022
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding Saurabhchand Bhati Jesús Villalba Piotr Żelasko Laureano Moro-Velazquez Najim Dehak SSL 58 22 0 05 Oct 2021