Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models

1 November 2018

Papers citing "Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models"

20 / 20 papers shown

Title
SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT Cheol Jun Cho Abdelrahman Mohamed Shang-Wen Li Alan W. Black Gopala K. Anumanchipalli 39 8 0 16 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 44 1 0 08 Oct 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
Visually grounded few-shot word acquisition with fewer shots Leanne Nortje Benjamin van Niekerk Herman Kamper 28 1 0 25 May 2023
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models Ramon Sanabria Hao Tang Sharon Goldwater SSL 40 19 0 28 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
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Badr M. Abdullah Bernd Möbius Dietrich Klakow 13 3 0 14 Sep 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 31 7 0 29 Jul 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
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
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings Badr M. Abdullah Iuliia Zaitova T. Avgustinova Bernd Möbius Dietrich Klakow 37 10 0 21 Sep 2021
Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language C. Jacobs Herman Kamper 35 10 0 24 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 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
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings Puyuan Peng Herman Kamper Karen Livescu DRL SSL 14 14 0 03 Dec 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 22 7 0 11 Nov 2020
Evaluating computational models of infant phonetic learning across languages Yevgen Matusevych Thomas Schatz Herman Kamper Naomi H Feldman Sharon Goldwater 21 14 0 06 Aug 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 31 24 0 06 Feb 2020
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 29 173 0 23 Oct 2019
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018