A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings

3 December 2020

Papers citing "A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings"

27 / 27 papers shown

Title
Whole-Word Segmental Speech Recognition with Acoustic Word Embeddings Bowen Shi Shane Settle Karen Livescu 32 4 0 01 Jul 2020
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks Gašper Beguš GAN 36 34 0 04 Jun 2020
Improved acoustic word embeddings for zero-resource languages using multilingual transfer Herman Kamper Yevgen Matusevych Sharon Goldwater 48 18 0 02 Jun 2020
Analyzing autoencoder-based acoustic word embeddings Yevgen Matusevych Herman Kamper Sharon Goldwater 35 12 0 03 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 119 10,591 0 17 Feb 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 50 24 0 06 Feb 2020
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse James Lucas George Tucker Roger C. Grosse Mohammad Norouzi CoGe DRL 52 179 0 06 Nov 2019
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings Myunghun Jung Hyungjun Lim Jahyun Goo Youngmoon Jung Hoirin Kim 34 15 0 01 Oct 2019
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition Shane Settle Kartik Audhkhasi Karen Livescu M. Picheny 43 35 0 29 Mar 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 37 318 0 25 Jan 2019
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Junxian He Daniel M. Spokoyny Graham Neubig Taylor Berg-Kirkpatrick BDL DRL 44 273 0 16 Jan 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 51 170 0 10 Jan 2019
Learning acoustic word embeddings with phonetically associated triplet network Hyungjun Lim Yu Li Yongdong Zhang Junbo Guo Jintao Li 24 6 0 07 Nov 2018
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 45 68 0 01 Nov 2018
Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search Yougen Yuan C. Leung Lei Xie Hongjie Chen B. Ma Haizhou Li 30 30 0 10 Jun 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 49 184 0 23 Mar 2018
Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks Chia-Wei Ao Hung-yi Lee 26 21 0 01 Sep 2017
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings Shane Settle Keith D. Levin Herman Kamper Karen Livescu 38 86 0 12 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 304 129,831 0 12 Jun 2017
An embedded segmental K-means model for unsupervised segmentation and clustering of speech Herman Kamper Karen Livescu Sharon Goldwater 32 95 0 23 Mar 2017
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 33 85 0 14 Nov 2016
Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches Shane Settle Karen Livescu 31 87 0 08 Nov 2016
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings Herman Kamper A. Jansen Sharon Goldwater SSL 21 74 0 09 Mar 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 63 2,352 0 19 Nov 2015
Deep convolutional acoustic word embeddings using word-pair side information Herman Kamper Weiran Wang Karen Livescu SSL 26 171 0 05 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 450 149,474 0 22 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 493 23,235 0 03 Jun 2014