Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge

19 May 2020

Papers citing "Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge"

21 / 71 papers shown

Title
Interpreting intermediate convolutional layers of generative CNNs trained on waveforms Gašper Beguš Alan Zhou 30 7 0 19 Apr 2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales Jacob Andreas Gašper Beguš M. Bronstein R. Diamant Denley Delaney ... D. Tchernov P. Tønnesen Antonio Torralba Daniel M. Vogt Robert J. Wood 49 9 0 17 Apr 2021
NoiseVC: Towards High Quality Zero-Shot Voice Conversion Shijun Wang Damian Borth DRL 22 6 0 13 Apr 2021
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation Siyuan Feng Piotr Żelasko Laureano Moro Velázquez O. Scharenborg 13 4 0 02 Apr 2021
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations Adam Polyak Yossi Adi Jade Copet Eugene Kharitonov Kushal Lakhotia Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux 29 306 0 01 Apr 2021
Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery Yasuaki Okuda Ryo Ozaki T. Taniguchi 28 5 0 15 Mar 2021
A Whole Brain Probabilistic Generative Model: Toward Realizing Cognitive Architectures for Developmental Robots T. Taniguchi Hiroshi Yamakawa Takayuki Nagai Kenji Doya M. Sakagami Masahiro Suzuki Tomoaki Nakamura Akira Taniguchi 28 23 0 15 Mar 2021
crank: An Open-Source Software for Nonparallel Voice Conversion Based on Vector-Quantized Variational Autoencoder Kazuhiro Kobayashi Wen-Chin Huang Yi-Chiao Wu Patrick Lumban Tobing Tomoki Hayashi T. Toda BDL DRL 6 18 0 04 Mar 2021
Generative Spoken Language Modeling from Raw Audio Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 196 342 0 01 Feb 2021
Adversarially learning disentangled speech representations for robust multi-factor voice conversion Jie Wang Jingbei Li Xintao Zhao Zhiyong Wu Shiyin Kang Helen Meng DRL 36 29 0 30 Jan 2021
The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks Siyuan Feng O. Scharenborg SSL 24 3 0 17 Dec 2020
Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks Herman Kamper Benjamin van Niekerk SSL MQ 20 35 0 14 Dec 2020
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
Paralinguistic Privacy Protection at the Edge Ranya Aloufi Hamed Haddadi David E. Boyle 17 14 0 04 Nov 2020
CVC: Contrastive Learning for Non-parallel Voice Conversion Tingle Li Yichen Liu Chenxu Hu Hang Zhao DRL 35 13 0 02 Nov 2020
A Comparison of Discrete Latent Variable Models for Speech Representation Learning Henry Zhou Alexei Baevski Michael Auli DRL 11 10 0 24 Oct 2020
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units Ewan Dunbar Julien Karadayi Mathieu Bernard Xuan-Nga Cao Robin Algayres Lucas Ondel Laurent Besacier S. Sakti Emmanuel Dupoux SSL 8 61 0 12 Oct 2020
Towards Induction of Structured Phoneme Inventories Alexander Gutkin Martin Jansche Lucy Skidmore 11 0 0 12 Oct 2020
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication Gašper Beguš GAN SSL 13 15 0 13 Sep 2020
Unsupervised Acoustic Unit Representation Learning for Voice Conversion using WaveNet Auto-encoders Mingjie Chen Thomas Hain SSL DRL 11 15 0 16 Aug 2020
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks Gašper Beguš GAN 6 34 0 04 Jun 2020