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End-to-end music source separation: is it possible in the waveform domain?

29 October 2018

Francesc Lluís

Jordi Pons

Xavier Serra

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Papers citing "End-to-end music source separation: is it possible in the waveform domain?"

44 / 44 papers shown

Title
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 86 5 0 31 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 147 1 0 09 Dec 2024
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder Leonardo Berti DRL 69 0 0 12 Aug 2024
Fitting Auditory Filterbanks with Multiresolution Neural Networks Vincent Lostanlen Daniel Haider Han Han Mathieu Lagrange Péter Balázs Martin Ehler 49 3 0 25 Jul 2023
The Whole Is Greater than the Sum of Its Parts: Improving DNN-based Music Source Separation Ryosuke Sawata Naoya Takahashi Stefan Uhlich Shusuke Takahashi Yuki Mitsufuji 53 5 0 13 May 2023
Distribution Preserving Source Separation With Time Frequency Predictive Models Pedro J. Villasana T J. Klejsa Lars Villemoes P. Hedelin 50 2 0 10 Mar 2023
Hybrid Y-Net Architecture for Singing Voice Separation Rashen Fernando Pamudu Ranasinghe Udula Ranasinghe J. Wijayakulasooriya Pantaleon Perera 52 2 0 05 Mar 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 152 43 0 04 Feb 2023
Latent Autoregressive Source Separation Emilian Postolache Giorgio Mariani Michele Mancusi Andrea Santilli Luca Cosmo Emanuele Rodolà BDL DRL 63 10 0 09 Jan 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 119 23 0 01 Dec 2022
Adversarial Permutation Invariant Training for Universal Sound Separation Emilian Postolache Jordi Pons Santiago Pascual Joan Serrà VLM 65 7 0 21 Oct 2022
Music Separation Enhancement with Generative Modeling N. Schaffer Boaz Cogan Ethan Manilow Max Morrison Prem Seetharaman Bryan Pardo 73 9 0 26 Aug 2022
PoLyScriber: Integrated Fine-tuning of Extractor and Lyrics Transcriber for Polyphonic Music Xiaoxue Gao Chitralekha Gupta Haizhou Li 94 8 0 15 Jul 2022
Text-Driven Separation of Arbitrary Sounds Kevin Kilgour Beat Gfeller Qingqing Huang A. Jansen Scott Wisdom Marco Tagliasacchi 100 34 0 12 Apr 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Xue Yang C. Bao 60 3 0 25 Mar 2022
SpaIn-Net: Spatially-Informed Stereophonic Music Source Separation Darius Petermann Minje Kim 122 2 0 15 Feb 2022
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 79 2 0 05 Jan 2022
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov 111 46 0 15 Dec 2021
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Yi Luo 83 14 0 07 Dec 2021
Hybrid Spectrogram and Waveform Source Separation Alexandre Défossez 106 174 0 05 Nov 2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 193 101 0 12 Sep 2021
Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization Haici Yang Shivani Firodiya Nicholas J. Bryan Minje Kim 69 7 0 28 Jul 2021
Audiovisual Singing Voice Separation Bochen Li Yuxuan Wang Z. Duan 82 6 0 01 Jul 2021
Points2Sound: From mono to binaural audio using 3D point cloud scenes Francesc Lluís V. Chatziioannou A. Hofmann 3DPC 120 6 0 26 Apr 2021
Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts Nauman Dawalatabad J. Sebastian Jom Kuriakose C. Sekhar Shrikanth Narayanan H. Murthy 36 1 0 04 Mar 2021
Multichannel-based learning for audio object extraction Daniel Arteaga Jordi Pons DiffM 76 3 0 11 Feb 2021
Music source separation conditioned on 3D point clouds Francesc Lluís V. Chatziioannou A. Hofmann 3DPC 48 5 0 03 Feb 2021
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 89 20 0 14 Dec 2020
Complex ratio masking for singing voice separation Yixuan Zhang Yuzhou Liu DeLiang Wang 42 9 0 03 Nov 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 219 1,471 0 21 Sep 2020
Deep Learning Based Source Separation Applied To Choir Ensembles Darius Petermann Pritish Chandna Helena Cuesta J. Bonada E. Gómez 83 23 0 17 Aug 2020
Exploring Quality and Generalizability in Parameterized Neural Audio Effects William Mitchell Scott H. Hawley 25 4 0 10 Jun 2020
Unsupervised Audio Source Separation using Generative Priors V. Narayanaswamy Jayaraman J. Thiagarajan Rushil Anirudh A. Spanias 67 27 0 28 May 2020
WG-WaveNet: Real-Time High-Fidelity Speech Synthesis without GPU Po-Chun Hsu Hung-yi Lee 44 16 0 15 May 2020
An empirical study of Conv-TasNet Berkan Kadıoğlu Michael Horgan Xiaoyu Liu Jordi Pons Dan Darcy Vivek Kumar 42 44 0 20 Feb 2020
Source Separation with Deep Generative Priors V. Jayaram John Thickstun 92 40 0 19 Feb 2020
Meta-learning Extractors for Music Source Separation David Samuel Aditya Ganeshan Jason Naradowsky 93 62 0 17 Feb 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform Tomohiko Nakamura Hiroshi Saruwatari AI4TS 47 18 0 28 Jan 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 151 273 0 27 Nov 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 135 776 0 14 Oct 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 84 85 0 03 Sep 2019
SignalTrain: Profiling Audio Compressors with Deep Neural Networks Scott H. Hawley Benjamin Colburn S. I. Mimilakis 42 12 0 28 May 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 30 11 0 15 Jan 2019
End-to-End Sound Source Separation Conditioned On Instrument Labels Olga Slizovskaia Leo Kim G. Haro Emilia Gómez 86 32 0 05 Nov 2018