DNAE-GAN: Noise-free acoustic signal generator by integrating autoencoder and generative adversarial network

DNAE-GAN: Noise-free acoustic signal generator by integrating autoencoder and generative adversarial network

Linear predictive coding is an extremely effective voice generation method that operates through simple process. However, linear predictive coding–generated voices have limited variations and exhibit excessive noise. To resolve these problems, this article proposes an artificial intelligence model t...

Full description

Bibliographic Details
Main Authors:	Ping-Huan Kuo, Ssu-Ting Lin, Jun Hu
Format:	Article
Language:	English
Published:	SAGE Publishing 2020-05-01
Series:	International Journal of Distributed Sensor Networks
Online Access:	https://doi.org/10.1177/1550147720923529

Similar Items

Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders
by: Rim Shayakhmetov, et al.
Published: (2020-04-01)

Unsupervised Domain Adaptation with Coupled Generative Adversarial Autoencoders
by: Xiaoqing Wang, et al.
Published: (2018-12-01)

SynSigGAN: Generative Adversarial Networks for Synthetic Biomedical Signal Generation
by: Debapriya Hazra, et al.
Published: (2020-12-01)

Addendum: Molecular Generation for Desired Transcriptome Changes With Adversarial Autoencoders
by: Rim Shayakhmetov, et al.
Published: (2020-08-01)

Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem
by: Ensen Wu, et al.
Published: (2020-01-01)

Generative Adversarial Networks GAN Overview
by: LIANG Junjie, WEI Jianjing, JIANG Zhengfeng
Published: (2020-01-01)

Face image semantically decomposing with variational autoencoder and generative adversarial network
by: Jui-Sheng Liu, et al.
Published: (2017)

High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder
by: Kazi Nazmul Haque, et al.
Published: (2020-01-01)

Autoencoder-Combined Generative Adversarial Networks for Synthetic Image Data Generation and Detection of Jellyfish Swarm
by: Kyukwang Kim, et al.
Published: (2018-01-01)

Collaborative Adversarial Autoencoders: An Effective Collaborative Filtering Model Under the GAN Framework
by: Dong-Kyu Chae, et al.
Published: (2019-01-01)

End-to-End Sinkhorn Autoencoder With Noise Generator
by: Kamil Deja, et al.
Published: (2021-01-01)

Reconstructing feedback representations in the ventral visual pathway with a generative adversarial autoencoder.
by: Haider Al-Tahan, et al.
Published: (2021-03-01)

Facial Landmark Detection Using Generative Adversarial Network Combined with Autoencoder for Occlusion
by: Hongzhe Liu, et al.
Published: (2020-01-01)

Method for Image Adversarial Samples Generating Based on GAN
by: WANG Shuyan, JIN Hang, SUN Jiaze
Published: (2021-04-01)

GAN dissection: Visualizing and understanding generative adversarial networks
by: Bau, David, et al.
Published: (2020)

Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process
by: Zhiyuan Chen, et al.
Published: (2021-01-01)

CDL-GAN: Contrastive Distance Learning Generative Adversarial Network for Image Generation
by: Yingbo Zhou, et al.
Published: (2021-02-01)

BatikGAN: A Generative Adversarial Network for Batik Creation
by: Lin-Yu Ko, et al.
Published: (2019)

Image plagiarism detection using GAN - (Generative Adversarial Network)
by: Gayadhankar Kaustubh, et al.
Published: (2021-01-01)

PiiGAN: Generative Adversarial Networks for Pluralistic Image Inpainting
by: Weiwei Cai, et al.
Published: (2020-01-01)

Recent Progress on Generative Adversarial Networks (GANs): A Survey
by: Zhaoqing Pan, et al.
Published: (2019-01-01)

Image-based Process Monitoring via Generative Adversarial Autoencoder with Applications to Rolling Defect Detection
Published: (2019)

Widespread bathymetric outliers detection and elimination based on conditional variational autoencoder generative adversarial network
by: ZHANG Ruichen, et al.
Published: (2019-09-01)

SceneGAN: Scene Image Style Transfer using Generative Adversarial Networks
by: Yu-Ting Cheng, et al.
Published: (2018)

GAN-Holo: Generative Adversarial Networks-Based Generated Holography Using Deep Learning
by: Aamir Khan, et al.
Published: (2021-01-01)

Synthetic demand data generation for individual electricity consumers: Generative Adversarial Networks (GANs)
by: Korn, R., et al.
Published: (2022)

QuGAN: Quasi Generative Adversarial Network for Tibetan Question Answering Corpus Generation
by: Yuan Sun, et al.
Published: (2019-01-01)

Unsupervised Word Translation with Adversarial Autoencoder
by: Mohiuddin, Tasnim, et al.
Published: (2020-06-01)

Semi-Supervised Adversarial Variational Autoencoder
by: Ryad Zemouri
Published: (2020-09-01)

Palmprint False Acceptance Attack with a Generative Adversarial Network (GAN)
by: Fei Wang, et al.
Published: (2020-11-01)

SIA-GAN: Scrambling Inversion Attack Using Generative Adversarial Network
by: Koki Madono, et al.
Published: (2021-01-01)

OEBR-GAN: Object Extraction and Background Recovery Generative Adversarial Networks
by: Debapriya Hazra, et al.
Published: (2020-01-01)

Generating Adversarial Examples in One Shot With Image-to-Image Translation GAN
by: Weijia Zhang
Published: (2019-01-01)

Remaining Useful Life Estimation Using Deep Convolutional Generative Adversarial Networks Based on an Autoencoder Scheme
by: Guisheng Hou, et al.
Published: (2020-01-01)

Multispectral Image Reconstruction From Color Images Using Enhanced Variational Autoencoder and Generative Adversarial Network
by: Xu Liu, et al.
Published: (2021-01-01)

Network Intrusion Detection Based on Conditional Wasserstein Generative Adversarial Network and Cost-Sensitive Stacked Autoencoder
by: Guoling Zhang, et al.
Published: (2020-01-01)

Adversarial autoencoders for anomalous event detection in images
by: Dimokranitou, Asimenia
Published: (2017)

Adversarial Attention-Based Variational Graph Autoencoder
by: Ziqiang Weng, et al.
Published: (2020-01-01)

Cross-Lingual Voice Conversion With Controllable Speaker Individuality Using Variational Autoencoder and Star Generative Adversarial Network
by: Tuan Vu Ho, et al.
Published: (2021-01-01)

InjectionGAN: Unified Generative Adversarial Networks for Arbitrary Image Attribute Editing
by: Chen Ding, et al.
Published: (2020-01-01)