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"

21 / 21 papers shown

Title
Towards Unsupervised Speech Recognition Without Pronunciation Models Junrui Ni Liming Wang Yang Zhang Kaizhi Qian Heting Gao Mark Hasegawa-Johnson Chang D. Yoo SSL OffRL 91 0 0 10 Jan 2025
Unsupervised Speech Segmentation: A General Approach Using Speech Language Models Avishai Elmakies Omri Abend Yossi Adi 28 1 0 08 Jan 2025
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming Simon Malan Benjamin van Niekerk Herman Kamper 30 0 0 22 Sep 2024
A Simple HMM with Self-Supervised Representations for Phone Segmentation Gene-Ping Yang Hao Tang SSL 33 0 0 15 Sep 2024
Investigating the Áutoencoder Behavior' in Speech Self-Supervised Models: a focus on HuBERT's Pretraining Valentin Vielzeuf SSL 44 0 0 14 May 2024
Revisiting speech segmentation and lexicon learning with better features Herman Kamper Benjamin van Niekerk VLM SSL 24 1 0 31 Jan 2024
Audio-Visual Neural Syntax Acquisition Cheng-I Jeff Lai Freda Shi Puyuan Peng Yoon Kim Kevin Gimpel ... David D. Cox David Harwath Yang Zhang Karen Livescu James R. Glass CLIP NAI 50 1 0 11 Oct 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 38 1 0 08 Oct 2023
Generative Spoken Language Model based on continuous word-sized audio tokens Robin Algayres Yossi Adi Tu Nguyen Jade Copet Gabriel Synnaeve Benoît Sagot Emmanuel Dupoux AuLLM 38 12 0 08 Oct 2023
Low-Resource Self-Supervised Learning with SSL-Enhanced TTS Xin Wang Taein Kwon Wei-Ning Hsu Yossi Adi Tu Nguyen D. Bohus Emmanuel Dupoux Neel Joshi Abdelrahman Mohamed 10 4 0 29 Sep 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
What Do Self-Supervised Speech Models Know About Words? Ankita Pasad C. Chien Shane Settle Karen Livescu SSL 35 26 0 30 Jun 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 29 7 0 01 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
Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences Yuan Tseng Cheng-I Jeff Lai Hung-yi Lee SSL 40 4 0 15 Mar 2023
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
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery W. V. D. Merwe Herman Kamper J. D. Preez 14 2 0 23 Jun 2022
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon Robin Algayres Tristan Ricoul Julien Karadayi Hugo Laurenccon Salah Zaiem Abdel-rahman Mohamed Benoît Sagot Emmanuel Dupoux 14 13 0 22 Jun 2022
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech Santiago Cuervo Adrian Lañcucki R. Marxer Paweł Rychlikowski J. Chorowski SSL 22 13 0 05 Jun 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 20 39 0 28 Mar 2022
On the Difficulty of Segmenting Words with Attention Ramon Sanabria Hao Tang Sharon Goldwater 35 5 0 21 Sep 2021