Audio Super Resolution using Neural Networks

2 August 2017

Papers citing "Audio Super Resolution using Neural Networks"

47 / 47 papers shown

Title
AEROMamba: An efficient architecture for audio super-resolution using generative adversarial networks and state space models Wallace Abreu Luiz Wagner Pereira Biscainho Mamba 33 0 0 11 Nov 2024
Speech Bandwidth Expansion Via High Fidelity Generative Adversarial Networks Mahmoud Salhab H. Harmanani 17 0 0 26 Jul 2024
DSP-informed bandwidth extension using locally-conditioned excitation and linear time-varying filter subnetworks S. Nercessian Alexey Lukin Johannes Imort 40 0 0 22 Jul 2024
DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution U. Lomoio Pierangelo Veltri P. H. Guzzi Pietro Lio' 26 1 0 29 Mar 2024
Efficient bandwidth extension of musical signals using a differentiable harmonic plus noise model Pierre-Amaury Grumiaux Mathieu Lagrange 8 2 0 13 Nov 2023
Super Denoise Net: Speech Super Resolution with Noise Cancellation in Low Sampling Rate Noisy Environments Junkang Yang Hongqing Liu Lu Gan Yi Zhou 10 1 0 09 Oct 2023
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance Carlos Hernandez-Olivan Koichi Saito Naoki Murata Chieh-Hsin Lai Marco A. Martínez Ramírez Wei-Hsiang Liao Yuki Mitsufuji DiffM 17 7 0 13 Sep 2023
BigWavGAN: A Wave-To-Wave Generative Adversarial Network for Music Super-Resolution Yenan Zhang Hiroshi Watanabe 8 0 0 12 Aug 2023
Phase Repair for Time-Domain Convolutional Neural Networks in Music Super-Resolution Yenan Zhang G. Kolkman Hiroshi Watanabe SupR 15 2 0 20 Jun 2023
UnDiff: Unsupervised Voice Restoration with Unconditional Diffusion Model A. Iashchenko Pavel Andreev Ivan Shchekotov Nicholas Babaev Dmitry Vetrov DiffM 13 1 0 01 Jun 2023
mdctGAN: Taming transformer-based GAN for speech super-resolution with Modified DCT spectra Chenhao Shuai Chaohua Shi Lu Gan Hongqing Liu 25 8 0 18 May 2023
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI Chenshuang Zhang Chaoning Zhang Sheng Zheng Mengchun Zhang Maryam Qamar Sung-Ho Bae In So Kweon DiffM MedIm 39 64 0 23 Mar 2023
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text Representations Yuma Koizumi Heiga Zen Shigeki Karita Yifan Ding Kohei Yatabe Nobuyuki Morioka Yu Zhang Wei Han Ankur Bapna M. Bacchiani 26 22 0 03 Mar 2023
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models Haohe Liu Zehua Chen Yiitan Yuan Xinhao Mei Xubo Liu Danilo P. Mandic Wenwu Wang Mark D. Plumbley DiffM 33 467 0 29 Jan 2023
AERO: Audio Super Resolution in the Spectral Domain Moshe Mandel Or Tal Yossi Adi 18 23 0 22 Nov 2022
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks Stefan Lattner J. Nistal 24 11 0 04 Jul 2022
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates Seungu Han Junhyeok Lee DiffM 20 41 0 17 Jun 2022
Training Strategies for Own Voice Reconstruction in Hearing Protection Devices using an In-ear Microphone Mattes Ohlenbusch Christian Rollwage Simon Doclo 14 7 0 12 May 2022
VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration Haohe Liu Xubo Liu Qiuqiang Kong Qiao Tian Yan Zhao DeLiang Wang Chuanzeng Huang Yuxuan Wang 6 49 0 12 Apr 2022
Symbolic music generation conditioned on continuous-valued emotions Serkan Sulun M. Davies Paula Viana MGen 14 25 0 30 Mar 2022
Neural Vocoder is All You Need for Speech Super-resolution Haohe Liu W. Choi Xubo Liu Qiuqiang Kong Qiao Tian DeLiang Wang SupR DRL 8 40 0 28 Mar 2022
HiFi++: a Unified Framework for Bandwidth Extension and Speech Enhancement Pavel Andreev Aibek Alanov Oleg Ivanov Dmitry Vetrov 25 38 0 24 Mar 2022
SelfRemaster: Self-Supervised Speech Restoration with Analysis-by-Synthesis Approach Using Channel Modeling Takaaki Saeki Shinnosuke Takamichi Tomohiko Nakamura Naoko Tanji Hiroshi Saruwatari 23 6 0 24 Mar 2022
A Two-Stage U-Net for High-Fidelity Denoising of Historical Recordings Eloi Moliner Vesa Valimaki 6 24 0 17 Feb 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 31 6 0 04 Jan 2022
Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution Jaechang Kim Yunjoo Lee Seunghoon Hong Jungseul Ok SupR CLL 11 12 0 30 Oct 2021
TUNet: A Block-online Bandwidth Extension Model based on Transformers and Self-supervised Pretraining Viet-Anh Nguyen Anh H. T. Nguyen Andy W. H. Khong 11 22 0 26 Oct 2021
An investigation of pre-upsampling generative modelling and Generative Adversarial Networks in audio super resolution James King Ramón Vinas Torné Alexander Campbell Pietro Lio' DiffM 6 1 0 30 Sep 2021
VoiceFixer: Toward General Speech Restoration with Neural Vocoder Haohe Liu Qiuqiang Kong Qiao Tian Yan Zhao DeLiang Wang Chuanzeng Huang Yuxuan Wang 20 57 0 28 Sep 2021
Audio Spectral Enhancement: Leveraging Autoencoders for Low Latency Reconstruction of Long, Lossy Audio Sequences Darshan Deshpande H. Abichandani 11 0 0 08 Aug 2021
WSRGlow: A Glow-based Waveform Generative Model for Audio Super-Resolution Kexun Zhang Yi Ren Changliang Xu Zhou Zhao 26 29 0 16 Jun 2021
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling Junhyeok Lee Seungu Han DiffM 21 66 0 06 Apr 2021
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices Xin Liu Yuang Li Josh Fromm Yuntao wang Ziheng Jiang Alex Mariakakis Shwetak N. Patel SupR 21 10 0 20 Jan 2021
End-To-End Dilated Variational Autoencoder with Bottleneck Discriminative Loss for Sound Morphing -- A Preliminary Study Matteo Lionello Hendrik Purwins 15 0 0 19 Nov 2020
On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks Serkan Sulun M. Davies 6 21 0 14 Nov 2020
Upsampling artifacts in neural audio synthesis Jordi Pons Santiago Pascual Giulio Cengarle Joan Serra 23 62 0 27 Oct 2020
NU-GAN: High resolution neural upsampling with GAN Rithesh Kumar Kundan Kumar Vicki Anand Yoshua Bengio Aaron Courville 11 25 0 22 Oct 2020
Real-time Speech Frequency Bandwidth Extension Yunpeng Li Marco Tagliasacchi Oleg Rybakov Victor Ungureanu Dominik Roblek 9 47 0 21 Oct 2020
AMRConvNet: AMR-Coded Speech Enhancement Using Convolutional Neural Networks Joshua Jose Williard 8 2 0 24 Aug 2020
Learning to Denoise Historical Music Yunpeng Li Beat Gfeller Marco Tagliasacchi Dominik Roblek 11 17 0 05 Aug 2020
Siamese x-vector reconstruction for domain adapted speaker recognition Shai Rozenberg Hagai Aronowitz R. Hoory 9 5 0 28 Jul 2020
Speech bandwidth extension with WaveNet Archit Gupta Brendan Shillingford Yannis Assael Thomas C. Walters 11 28 0 05 Jul 2019
Bandwidth Extension on Raw Audio via Generative Adversarial Networks S. Kim V. Sathe GAN 6 26 0 21 Mar 2019
A Unified Neural Architecture for Instrumental Audio Tasks Steven Spratley Daniel Beck Trevor Cohn 19 5 0 01 Mar 2019
Self-Supervised Generation of Spatial Audio for 360 Video Pedro Morgado Nuno Vasconcelos Timothy R. Langlois Oliver Wang MDE 11 170 0 07 Sep 2018
Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation Nelson Yalta Shinji Watanabe K. Nakadai T. Ogata 11 62 0 03 Jul 2018
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 190 5,173 0 16 Sep 2016