Supervised Acoustic Embeddings And Their Transferability Across Languages

3 January 2023

Papers citing "Supervised Acoustic Embeddings And Their Transferability Across Languages"

18 / 18 papers shown

Title
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 41 59 0 09 Jun 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 133 275 0 24 May 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 113 943 0 03 May 2021
Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation C. Jacobs Yevgen Matusevych Herman Kamper 59 21 0 19 Mar 2021
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden Herman Kamper SSL 65 16 0 14 Dec 2020
MLS: A Large-Scale Multilingual Dataset for Speech Research Vineel Pratap Qiantong Xu Anuroop Sriram Gabriel Synnaeve R. Collobert AuLLM 117 512 0 07 Dec 2020
A Correspondence Variational Autoencoder for Unsupervised Acoustic Word Embeddings Puyuan Peng Herman Kamper Karen Livescu DRL SSL 65 14 0 03 Dec 2020
Neural Representations for Modeling Variation in Speech Martijn Bartelds Wietse de Vries Faraz Sanal Caitlin Richter M. Liberman Martijn B. Wieling SSL DRL 48 23 0 25 Nov 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 158 782 0 24 Jun 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 305 5,853 0 20 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,164 0 16 May 2020
Unsupervised pretraining transfers well across languages M. Rivière Armand Joulin Pierre-Emmanuel Mazaré Emmanuel Dupoux SSL VLM 60 209 0 07 Feb 2020
Multilingual acoustic word embedding models for processing zero-resource languages Herman Kamper Yevgen Matusevych Sharon Goldwater 66 24 0 06 Feb 2020
Learning Robust and Multilingual Speech Representations Kazuya Kawakami Luyu Wang Chris Dyer Phil Blunsom Aaron van den Oord SSL 86 100 0 29 Jan 2020
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 75 184 0 23 Mar 2018
The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition Ahmed M. Ali P. Bell James R. Glass Yacine Messaoui Hamdy Mubarak Steve Renals Yifan Zhang AuLLM 52 113 0 19 Sep 2016
Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder Yu-An Chung Chao-Chung Wu Chia-Hao Shen Hung-yi Lee Lin-Shan Lee AI4TS 117 182 0 03 Mar 2016