Unsupervised acoustic unit discovery for speech synthesis using discrete
latent-variable neural networks

Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks

16 April 2019

Benjamin van Niekerk

Avashna Govender

Elan Van Biljon

Ewald van der Westhuizen

Lisa van Staden

Papers citing "Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks"

16 / 16 papers shown

Title
UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization Rita Pucci C. Micheloni N. Martinel 27 0 0 02 Feb 2023
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 34 92 0 14 Dec 2022
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar Nicolas Hamilakis Emmanuel Dupoux SSL 34 30 0 27 Oct 2022
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network Da-Rong Liu Po-Chun Hsu Yi-Chen Chen Sung-Feng Huang Shun-Po Chuang Da-Yi Wu Hung-yi Lee GAN 31 7 0 29 Jul 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 27 19 0 26 Apr 2022
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 64 94 0 20 Oct 2021
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms Chien-Feng Liao Jen-Yu Liu Yi-Hsuan Yang 27 5 0 08 Oct 2021
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
Local and non-local dependency learning and emergence of rule-like representations in speech data by Deep Convolutional Generative Adversarial Networks Gašper Beguš GAN 21 13 0 27 Sep 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 70 754 0 24 Jun 2020
Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge Benjamin van Niekerk Leanne Nortje Herman Kamper 18 115 0 19 May 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 32 35 0 18 May 2020
Robust Training of Vector Quantized Bottleneck Models A. Lancucki J. Chorowski Guillaume Sanchez R. Marxer Nanxin Chen Hans J. G. A. Dolfing Sameer Khurana Tanel Alumäe Antoine Laurent 29 58 0 18 May 2020
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations Alexei Baevski Steffen Schneider Michael Auli SSL 19 660 0 12 Oct 2019
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,180 0 16 Sep 2016