Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring

24 February 2022

Papers citing "Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring"

9 / 9 papers shown

Title
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 83 0 0 10 Jan 2025
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 25 0 0 22 Sep 2024
A Simple HMM with Self-Supervised Representations for Phone Segmentation Gene-Ping Yang Hao Tang SSL 28 0 0 15 Sep 2024
Investigating the Áutoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining Valentin Vielzeuf SSL 36 0 0 14 May 2024
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 28 1 0 08 Oct 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 30 1 0 05 Jul 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 F. Harwath SSL VLM 18 7 0 19 May 2023
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 24 30 0 27 Oct 2022
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 22 5 0 21 Sep 2021