Keyword

audio source separation

Description: Audio source separation is a signal-processing task that isolates individual sound sources from a recording containing mixtures of sounds.

Primary topic: Music and Audio Processing (35%)

OpenAlex ID: keywords/audio-source-separation

Auditory Scene Analysis

1990 · Albert S. Bregman · The MIT Press eBooks · 3,330

Non-negative matrix factorization for polyphonic music transcription

2004 · P. Smaragdis, J.C. Brown · IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) · 867

Binary cross entropy with deep learning technique for Image classification

2020 · .Usha Ruby Dr.A · International Journal of Advanced Trends in Computer Science and Engineering · 625

Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

2009 · A. Ozerov, C. Fevotte · IEEE Transactions on Audio Speech and Language Processing · 607

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

2018 · Stoller, Daniel, Ewert, Sebastian, et al. · arXiv (Cornell University) · 487

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The Sound of Pixels

2018 · Hang Zhao, Chuang Gan, et al. · Lecture notes in computer science · 434

Singing Voice Separation With Deep U-Net Convolutional Networks.

2017 · Jansson, Andreas, Humphrey, Eric J., et al. · City Research Online (City University London) · 348

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Speech and Audio Signal Processing: Processing and Perception of Speech and Music

1999 · Ben Gold, Nelson Morgan, et al. · 345

Subjective and Objective Quality Assessment of Audio Source Separation

2011 · Valentin Emiya, Emmanuel Vincent, et al. · IEEE Transactions on Audio Speech and Language Processing · 282

A General Flexible Framework for the Handling of Prior Information in Audio Source Separation

2011 · Alexey Ozerov, Emmanuel Vincent, et al. · IEEE Transactions on Audio Speech and Language Processing · 277

Audio Source Separation and Speech Enhancement

2018 · Vincent, Emmanuel, Virtanen, Tuomas, et al. · Wiley eBooks · 260

Learning to Separate Object Sounds by Watching Unlabeled Video

2018 · Ruohan Gao, Rogerio Feris, et al. · Lecture notes in computer science · 257

Algorithms for nonnegative independent component analysis

2003 · M.D. Plumbley · IEEE Transactions on Neural Networks · 224

Harmonic/Percussive Separation Using Median Filtering

2010 · Derry Fitzgerald · Arrow@dit (Dublin Institute of Technology) · 218

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Separation of Mixed Audio Sources By Independent Subspace Analysis

2000 · Michael A. Casey, Alex Westner · University of Michigan Library Repository · 218

REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation

2012 · Z. Rafii, B. Pardo · IEEE Transactions on Audio Speech and Language Processing · 213

Blind source separation based on a fast-convergence algorithm combining ICA and beamforming

2006 · H. Saruwatari, T. Kawamura, et al. · IEEE Transactions on Audio Speech and Language Processing · 203

Monoaural Audio Source Separation Using Deep Convolutional Neural Networks

2017 · Pritish Chandna, Marius Miron, et al. · Lecture notes in computer science · 182

The 2016 Signal Separation Evaluation Campaign

2017 · Antoine Liutkus, Fabian-Robert Stöter, et al. · Lecture notes in computer science · 176

Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view

2014 · Paris Smaragdis, Cedric Fevotte, et al. · IEEE Signal Processing Magazine · 169

Audio source separation with a single sensor

2005 · L. Benaroya, F. Bimbot, et al. · IEEE Transactions on Audio Speech and Language Processing · 169

Mmdenselstm: An Efficient Combination of Convolutional and Recurrent Neural Networks for Audio Source Separation

2018 · Naoya Takahashi, Nabarun Goswami, et al. · International Workshop on Acoustic Signal Enhancement · 162

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The signal separation evaluation campaign (2007–2010): Achievements and remaining challenges

2011 · Emmanuel Vincent, Shoko Araki, et al. · Signal Processing · 159

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers

2020 · Manuel Pariente, Samuele Cornell, et al. · Interspeech (USB) · 158

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From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound

2014 · Emmanuel Vincent, Nancy Bertin, et al. · IEEE Signal Processing Magazine · 158

Works count: 3,020

Citation count: 29,010