Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks

14 December 2020

Papers citing "Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks"

24 / 24 papers shown

Title
A Simple HMM with Self-Supervised Representations for Phone Segmentation Gene-Ping Yang Hao Tang SSL 35 0 0 15 Sep 2024
Unified Segment-to-Segment Framework for Simultaneous Sequence Generation Shaolei Zhang Yang Feng 23 7 0 27 Oct 2023
Rhythm Modeling for Voice Conversion Benjamin van Niekerk M. Carbonneau Herman Kamper 37 5 0 12 Jul 2023
Visually grounded few-shot word learning in low-resource settings Leanne Nortje Dan Oneaţă Herman Kamper VLM 17 4 0 20 Jun 2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation Shaolei Zhang Yang Feng 23 17 0 25 May 2023
Visually grounded few-shot word acquisition with fewer shots Leanne Nortje Benjamin van Niekerk Herman Kamper 28 1 0 25 May 2023
Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels T. Fuchs Yedid Hoshen 33 5 0 30 Mar 2023
Towards trustworthy phoneme boundary detection with autoregressive model and improved evaluation metric Hyeongju Kim Hyeong-Seok Choi 6 2 0 13 Dec 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
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
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network Da-Rong Liu Po-Chun Hsu Yi-Chen Chen Sung-Feng Huang Shun-Po Chuang Da-Yi Wu Hung-yi Lee GAN 25 7 0 29 Jul 2022
A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery W. V. D. Merwe Herman Kamper J. D. Preez 22 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
Unsupervised Word Segmentation using K Nearest Neighbors T. Fuchs Yedid Hoshen Joseph Keshet SSL 24 6 0 27 Apr 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 20 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 19 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
Phone-to-audio alignment without text: A Semi-supervised Approach Jian Zhu Cong Zhang David Jurgens 37 36 0 08 Oct 2021
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding Saurabhchand Bhati Jesús Villalba Piotr Żelasko Laureano Moro Velázquez Najim Dehak SSL 53 22 0 05 Oct 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings Marcely Zanon Boito Bolaji Yusuf Lucas Ondel Aline Villavicencio Laurent Besacier 23 3 0 08 Jun 2021
Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation Saurabhchand Bhati Jesús Villalba Piotr Żelasko Laureano Moro Velázquez Najim Dehak SSL 19 37 0 03 Jun 2021
Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery Yasuaki Okuda Ryo Ozaki T. Taniguchi 28 5 0 15 Mar 2021
Evaluating the reliability of acoustic speech embeddings Robin Algayres Mohamed Salah Zaiem Benoît Sagot Emmanuel Dupoux 38 29 0 27 Jul 2020