Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics

3 August 2020

Papers citing "Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics"

18 / 18 papers shown

Title
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 26 7 0 19 May 2023
Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels T. Fuchs Yedid Hoshen 10 5 0 30 Mar 2023
Evaluating context-invariance in unsupervised speech representations Mark Hallap Emmanuel Dupoux Ewan Dunbar SSL 29 9 0 27 Oct 2022
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
Unsupervised Word Segmentation using K Nearest Neighbors T. Fuchs Yedid Hoshen Joseph Keshet SSL 22 6 0 27 Apr 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning Algayres Robin Adel Nabli Benoît Sagot Emmanuel Dupoux SSL 18 8 0 11 Apr 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David F. Harwath SSL 15 34 0 28 Mar 2022
Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring Herman Kamper 21 25 0 24 Feb 2022
Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language C. Jacobs Herman Kamper 27 10 0 24 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 31 56 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
A Masked Segmental Language Model for Unsupervised Natural Language Segmentation C.M. Downey Fei Xia Gina-Anne Levow Shane Steinert-Threlkeld 11 13 0 16 Apr 2021
Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation C. Jacobs Yevgen Matusevych Herman Kamper 15 21 0 19 Mar 2021
Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery Yasuaki Okuda Ryo Ozaki T. Taniguchi 28 5 0 15 Mar 2021
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks Herman Kamper Benjamin van Niekerk SSL MQ 15 35 0 14 Dec 2020
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden Herman Kamper SSL 23 16 0 14 Dec 2020
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units Ewan Dunbar Julien Karadayi Mathieu Bernard Xuan-Nga Cao Robin Algayres Lucas Ondel Laurent Besacier S. Sakti Emmanuel Dupoux SSL 6 61 0 12 Oct 2020
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks G. Beguš GAN 6 33 0 04 Jun 2020