The Zero Resource Speech Challenge 2017

12 December 2017

Papers citing "The Zero Resource Speech Challenge 2017"

34 / 34 papers shown

Title
fastabx: A library for efficient computation of ABX discriminability Maxime Poli Emmanuel Chemla Emmanuel Dupoux 34 0 0 05 May 2025
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
DUB: Discrete Unit Back-translation for Speech Translation Dong Zhang Rong Ye Tom Ko Mingxuan Wang Yaqian Zhou 26 23 0 19 May 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 40 18 0 28 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
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models Juliette Millet I. Chitoran Ewan Dunbar 23 6 0 31 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian Yang Zhang Heting Gao Junrui Ni Cheng-I Jeff Lai David D. Cox M. Hasegawa-Johnson Shiyu Chang DRL 30 110 0 20 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
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition Piotr Żelasko Siyuan Feng Laureano Moro Velázquez A. Abavisani Saurabhchand Bhati O. Scharenborg M. Hasegawa-Johnson Najim Dehak 33 15 0 26 Jan 2022
Shennong: a Python toolbox for audio speech features extraction Mathieu Bernard Maxime Poli Julien Karadayi Emmanuel Dupoux 26 5 0 10 Dec 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
Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing Benjamin van Niekerk Leanne Nortje Matthew Baas Herman Kamper SSL 33 31 0 02 Aug 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 18 352 0 29 Jun 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw J. Chorowski Grzegorz Ciesielski Jaroslaw Dzikowski Adrian Lañcucki R. Marxer Mateusz Opala P. Pusz Paweł Rychlikowski Michal Stypulkowski 27 12 0 22 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 25 462 0 02 Jan 2021
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden Herman Kamper SSL 31 16 0 14 Dec 2020
Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics Okko Rasanen María Andrea Cruz Blandón 24 25 0 03 Aug 2020
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Eugene Kharitonov M. Rivière Gabriel Synnaeve Lior Wolf Pierre-Emmanuel Mazaré Matthijs Douze Emmanuel Dupoux 25 117 0 02 Jul 2020
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning Sameer Khurana Antoine Laurent James R. Glass SSL 19 12 0 04 Jun 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge Benjamin van Niekerk Leanne Nortje Herman Kamper 13 115 0 19 May 2020
DiscreTalk: Text-to-Speech as a Machine Translation Problem Tomoki Hayashi Shinji Watanabe 27 32 0 12 May 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 31 24 0 06 Feb 2020
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 16 660 0 12 Oct 2019
Unsupervised Phoneme and Word Discovery from Multiple Speakers using Double Articulation Analyzer and Neural Network with Parametric Bias Ryo Nakashima Ryo Ozaki T. Taniguchi 21 6 0 21 Jun 2019
Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching Chih-Kuan Yeh Jianshu Chen Chengzhu Yu Dong Yu 13 40 0 23 Dec 2018
Unsupervised Word Segmentation from Speech with Attention Pierre Godard Marcely Zanon Boito Lucas Ondel Alexandre Berard François Yvon Aline Villavicencio Laurent Besacier 13 27 0 18 Jun 2018
Multilingual bottleneck features for subword modeling in zero-resource languages Enno Hermann Sharon Goldwater 14 18 0 23 Mar 2018
Bayesian Models for Unit Discovery on a Very Low Resource Language Lucas Ondel Pierre Godard Laurent Besacier Elin Larsen M. Hasegawa-Johnson O. Scharenborg Emmanuel Dupoux L. Burget François Yvon Sanjeev Khudanpur 21 18 0 16 Feb 2018
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments Pierre Godard G. Adda M. Adda-Decker Juan Benjumea Laurent Besacier ... Markus Müller Annie Rialland Sebastian Stüker François Yvon Marcely Zanon Boito 29 59 0 10 Oct 2017