Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings

14 September 2022

Papers citing "Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings"

13 / 13 papers shown

Title
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 51 11 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 52 10 0 24 Jun 2021
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study Badr M. Abdullah Marius Mosbach Iuliia Zaitova Bernd Möbius Dietrich Klakow 63 14 0 16 Jun 2021
Evaluating computational models of infant phonetic learning across languages Yevgen Matusevych Thomas Schatz Herman Kamper Naomi H Feldman Sharon Goldwater 49 14 0 06 Aug 2020
Evaluating the reliability of acoustic speech embeddings Robin Algayres Mohamed Salah Zaiem Benoît Sagot Emmanuel Dupoux 67 29 0 27 Jul 2020
Analyzing autoencoder-based acoustic word embeddings Yevgen Matusevych Herman Kamper Sharon Goldwater 52 12 0 03 Apr 2020
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 62 68 0 01 Nov 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 71 184 0 23 Mar 2018
Unsupervised Learning of Semantic Audio Representations A. Jansen Manoj Plakal R. Pandya D. Ellis Shawn Hershey Jiayang Liu R. C. Moore Rif A. Saurous SSL 86 131 0 06 Nov 2017
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Shane Settle Keith D. Levin Herman Kamper Karen Livescu 60 86 0 12 Jun 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,721 0 28 Feb 2017
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 53 86 0 14 Nov 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013