MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for
Monaural Sound Source Separation

MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation

1 February 2018

S. I. Mimilakis

Dmitriy Serdyuk

Tuomas Virtanen

Papers citing "MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation"

16 / 16 papers shown

Title
Carnatic Raga Identification System using Rigorous Time-Delay Neural Network Sanjay Natesan Homayoon Beigi 19 0 0 25 May 2024
Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet Satvik Venkatesh Arthur Benilov Philip Coleman Frederic Roskam 37 5 0 27 Feb 2024
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning Sathwik Tejaswi Madhusudhan Girish Chowdhary 15 18 0 15 Feb 2024
HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation C. Garoufis Athanasia Zlatintsi Petros Maragos 40 2 0 07 Mar 2021
Listen, Read, and Identify: Multimodal Singing Language Identification of Music Keunwoo Choi Yuxuan Wang 19 8 0 02 Mar 2021
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 32 15 0 27 Oct 2020
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances S. I. Mimilakis K. Drossos G. Schuller 12 2 0 06 Jul 2020
Depthwise Separable Convolutions Versus Recurrent Neural Networks for Monaural Singing Voice Separation Pyry Pyykkönen S. I. Mimilakis K. Drossos Tuomas Virtanen 15 4 0 06 Jul 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 26 32 0 15 Jun 2020
Unsupervised Interpretable Representation Learning for Singing Voice Separation S. I. Mimilakis K. Drossos G. Schuller 33 8 0 03 Mar 2020
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF A. Muñoz-Montoro J. Carabias-Orti A. Politis K. Drossos 25 0 0 02 Mar 2020
Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation S. I. Mimilakis K. Drossos Estefanía Cano G. Schuller 13 2 0 12 Apr 2019
Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures Michael Michelashvili Sagie Benaim Lior Wolf 22 13 0 14 Dec 2018
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery K. Drossos P. Magron S. I. Mimilakis Tuomas Virtanen 16 10 0 30 Jul 2018
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 33 38 0 05 Jul 2018
Twin Regularization for online speech recognition Mirco Ravanelli Dmitriy Serdyuk Yoshua Bengio 14 16 0 15 Apr 2018