Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval

21 July 2018

Papers citing "Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval"

23 / 23 papers shown

Title
Self-Supervised Speech Representations are More Phonetic than Semantic Kwanghee Choi Ankita Pasad Tomohiko Nakamura Satoru Fukayama Karen Livescu Shinji Watanabe 39 14 0 12 Jun 2024
Spoken Word2Vec: Learning Skipgram Embeddings from Speech Mohammad Amaan Sayeed Hanan Aldarmaki 14 0 0 15 Nov 2023
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings C. Jacobs Herman Kamper 32 1 0 05 Jul 2023
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate Vilém Zouhar Kalvin Chang Chenxuan Cui Nathaniel Carlson Nathaniel R. Robinson Mrinmaya Sachan David R. Mortensen 26 2 0 05 Apr 2023
Homophone Reveals the Truth: A Reality Check for Speech2Vec Guangyu Chen 6 0 0 22 Sep 2022
Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language C. Jacobs Herman Kamper 29 10 0 24 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 56 0 09 Jun 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
A phonetic model of non-native spoken word processing Yevgen Matusevych Herman Kamper Thomas Schatz Naomi H Feldman Sharon Goldwater 11 7 0 27 Jan 2021
Improved acoustic word embeddings for zero-resource languages using multilingual transfer Herman Kamper Yevgen Matusevych Sharon Goldwater 13 18 0 02 Jun 2020
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 10 56 0 11 Apr 2020
Analyzing autoencoder-based acoustic word embeddings Yevgen Matusevych Herman Kamper Sharon Goldwater 14 12 0 03 Apr 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 23 24 0 06 Feb 2020
AIPNet: Generative Adversarial Pre-training of Accent-invariant Networks for End-to-end Speech Recognition Yi-Chen Chen Zhaojun Yang Ching-Feng Yeh Mahaveer Jain M. Seltzer 23 31 0 27 Nov 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 15 173 0 23 Oct 2019
Semantic query-by-example speech search using visual grounding Herman Kamper Aristotelis Anastassiou Karen Livescu 16 29 0 15 Apr 2019
Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models Kuan-Yu Chen Che-Ping Tsai Da-Rong Liu Hung-yi Lee Lin-Shan Lee GAN 26 23 0 08 Apr 2019
Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition Shane Settle Kartik Audhkhasi Karen Livescu M. Picheny 14 34 0 29 Mar 2019
Improved Audio Embeddings by Adjacency-Based Clustering with Applications in Spoken Term Detection Sung-Feng Huang Yi-Chen Chen Hung-yi Lee Lin-Shan Lee AI4TS 14 5 0 07 Nov 2018
Truly unsupervised acoustic word embeddings using weak top-down constraints in encoder-decoder models Herman Kamper SSL 10 68 0 01 Nov 2018
Almost-unsupervised Speech Recognition with Close-to-zero Resource Based on Phonetic Structures Learned from Very Small Unpaired Speech and Text Data Yi-Chen Chen Chia-Hao Shen Sung-Feng Huang Hung-yi Lee Lin-Shan Lee 12 17 0 30 Oct 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 183 1,635 0 11 Oct 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015