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Revisiting speech segmentation and lexicon learning with better features

Revisiting speech segmentation and lexicon learning with better features

31 January 2024
Herman Kamper
Benjamin van Niekerk
    VLM
    SSL
ArXivPDFHTML

Papers citing "Revisiting speech segmentation and lexicon learning with better features"

7 / 7 papers shown
Title
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming
Unsupervised Word Discovery: Boundary Detection with Clustering vs. Dynamic Programming
Simon Malan
Benjamin van Niekerk
Herman Kamper
71
0
0
22 Sep 2024
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised
  Speech Models
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models
Ramon Sanabria
Hao Tang
Sharon Goldwater
SSL
85
19
0
28 Oct 2022
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance
  Lexicon
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
44
14
0
22 Jun 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models
Word Discovery in Visually Grounded, Self-Supervised Speech Models
Puyuan Peng
David Harwath
SSL
50
40
0
28 Mar 2022
Word Segmentation on Discovered Phone Units with Dynamic Programming and
  Self-Supervised Scoring
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring
Herman Kamper
67
26
0
24 Feb 2022
HuBERT: Self-Supervised Speech Representation Learning by Masked
  Prediction of Hidden Units
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
Wei-Ning Hsu
Benjamin Bolte
Yao-Hung Hubert Tsai
Kushal Lakhotia
Ruslan Salakhutdinov
Abdel-rahman Mohamed
SSL
180
2,966
0
14 Jun 2021
Cognitive Science in the era of Artificial Intelligence: A roadmap for
  reverse-engineering the infant language-learner
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner
Emmanuel Dupoux
66
158
0
29 Jul 2016
1