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Score-Informed Source Separation for Music Signals

Sebastian Ewert, Meinard Müller, Marc Herbstritt
<span title="2012-04-27">2012</span> <i > <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mc2rq5incjf43fsp54ib3idijy" style="color: black;">Dagstuhl Publications</a> </i> &nbsp;
In particular, additional note information as specified by a musical score or a MIDI file has been employed to support various audio processing tasks such as source separation, audio parameterization,  ...  In this contribution, we provide an overview of approaches for scoreinformed source separation and illustrate their potential by discussing innovative applications and interfaces.  ...  Acknowledgment We would like to express our gratitude to Björn Schuller, Joan Serrà, and Steve Tjoa for their helpful and constructive feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dfu.vol3.11041.73">doi:10.4230/dfu.vol3.11041.73</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/dagstuhl/EwertM12.html">dblp:conf/dagstuhl/EwertM12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eobsimoinjf5vcnpg4leewbctm">fatcat:eobsimoinjf5vcnpg4leewbctm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706032646/http://drops.dagstuhl.de/opus/volltexte/2012/3467/pdf/6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/55/22/5522c40cf5e948328f1b6129fd1b87f252402a9d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dfu.vol3.11041.73"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Hierarchical Bayesian Framework For Score-Informed Source Separation Of Piano Music Signals

Wai Man Szeto, Kin Hong Wong
<span title="2015-10-26">2015</span> <i title="Zenodo"> Zenodo </i> &nbsp;
"A Hierarchical Bayesian Framework for Score-Informed Source Separation of Piano Music Signals", 16th International Society for Music Information Retrieval Conference, 2015. in [9] .  ...  INTRODUCTION Here we propose a score-informed monaural source separation system under a new hierarchical Bayesian framework to extract every tone from a mixture of piano tone signals with high separation  ... 
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Score-Informed Source Separation for Musical Audio Recordings: An overview

Sebastian Ewert, Bryan Pardo, Meinard Mueller, Mark D. Plumbley
<span title="">2014</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/txj4mzfpbne4hhwgo2ku5cycbq" style="color: black;">IEEE Signal Processing Magazine</a> </i> &nbsp;
In this article, we review recent developments in score-informed source separation and discuss various strategies for integrating the prior knowledge encoded by the score.  ...  In recent years, source separation has been a central research topic in music signal processing, with applications in stereo-to-surround up-mixing, remixing tools for DJs or producers, instrument-wise  ...  For example, several score-informed source separation methods have used variants of the Source/Filter (S/F) model as their underlying signal model [25, 28] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/msp.2013.2296076">doi:10.1109/msp.2013.2296076</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7vswv6m46nfmji4btagnc3a7xm">fatcat:7vswv6m46nfmji4btagnc3a7xm</a> </span>
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Soundprism: An Online System for Score-Informed Source Separation of Music Audio

Zhiyao Duan, Bryan Pardo
<span title="">2011</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/aznf273kcvcbfjcdeghr3xjd6i" style="color: black;">IEEE Journal on Selected Topics in Signal Processing</a> </i> &nbsp;
for each time frame, informed by the score.  ...  To the best of our knowledge, this is the first online system that addresses score-informed music source separation that can be made into a real-time system.  ...  We thank Joachim Ganseman for providing the code for his score-informed separation algorithm, Arshia Cont for providing code to evaluate the alignment rate measure, and Craig Sapp for providing the reference  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstsp.2011.2159701">doi:10.1109/jstsp.2011.2159701</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mvipuspvcfdltet5ynq5t5viz4">fatcat:mvipuspvcfdltet5ynq5t5viz4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150304161952/http://www.ece.rochester.edu/~zduan/resource/DuanPardo_Soundprism_JSTSP11.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/ca/3eca9b31e3e48fe5fc8daf855354bfc19a21aef3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jstsp.2011.2159701"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Score informed audio source separation using constrained nonnegative matrix factorization and score synthesis

Joachim Fritsch, Mark D. Plumbley
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rc5jnc4ldvhs3dswicq5wk3vsq" style="color: black;">2013 IEEE International Conference on Acoustics, Speech and Signal Processing</a> </i> &nbsp;
In this paper we present a new method for musical audio source separation, using the information from the musical score to supervise the decomposition process.  ...  A new dataset of multitrack recordings with manually aligned MIDI scores is created (TRIOS), and we compare our separation results with other methods from the literature using the BSS EVAL and PEASS evaluation  ...  INTRODUCTION Musical audio source separation seeks to separate the signal of each instrument or musical source in a polyphonic mixture.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icassp.2013.6637776">doi:10.1109/icassp.2013.6637776</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icassp/FritschP13.html">dblp:conf/icassp/FritschP13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wva3p4tb4ncvnclas5ogcap5um">fatcat:wva3p4tb4ncvnclas5ogcap5um</a> </span>
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Online score‐informed source separation in polyphonic mixtures using instrument spectral patterns

A. J. Muñoz‐Montoro, P. Vera‐Candeas, R. Cortina, E. F. Combarro, P. Alonso‐Jordá
<span title="2019-04-30">2019</span> <i title="Wiley"> Computational and Mathematical Methods </i> &nbsp;
Abstract Soundprism is a real-time algorithm to separate polyphonic music audio into source signals, given the musical score of the audio in advance.  ...  Online score-informed source separation in polyphonic mixtures using instrument spectral patterns. Computational and Mathematical Methods.  ...  Source separation guided by a musical score is called score-informed source separation [ 8 ][ 9 ] [ 11 ] . In this scenario, a prior alignment between the score and audio is required.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/cmm4.1040">doi:10.1002/cmm4.1040</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k7bcertpdrg6zcoutmcd2lcxgq">fatcat:k7bcertpdrg6zcoutmcd2lcxgq</a> </span>
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Score-informed audio decomposition and applications

Jonathan Driedger, Harald Grohganz, Thomas Prätzlich, Sebastian Ewert, Meinard Müller
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 21st ACM international conference on Multimedia - MM &#39;13</a> </i> &nbsp;
In the last years, various score-informed procedures have been suggested where musical cues such as pitch, timing, and track information are used to support the source separation process.  ...  The separation of different sound sources from polyphonic music recordings constitutes a complex task since one has to account for different musical and acoustical aspects.  ...  It is therefore impossible for the score-informed source separation procedure to properly capture these notes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2502081.2502143">doi:10.1145/2502081.2502143</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/DriedgerGPEM13.html">dblp:conf/mm/DriedgerGPEM13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fbxobnnrvnhyfepxyw4ppspgfa">fatcat:fbxobnnrvnhyfepxyw4ppspgfa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705100044/http://www.eecs.qmul.ac.uk/%7Eewerts/publications/2013_DriedgerGrohganzPraetzlichEwertMueller_ScoreInfSourceSep_ACMMM.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5d/a7/5da7a910a31dd8456a111cd7057b4b085197fe93.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2502081.2502143"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Remixing Stereo Music With Score-Informed Source Separation

John F. Woodruff, Bryan Pardo, Roger B. Dannenberg
<span title="2006-10-08">2006</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The remaining sections of this paper describe current research in source separation, our existing source separation method, our score alignment method, how we combine score information and spatial information  ...  the use of score information and used known values for the mixing parameters.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1414898">doi:10.5281/zenodo.1414898</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sybfbysilzegzi5rc3a4grvcs4">fatcat:sybfbysilzegzi5rc3a4grvcs4</a> </span>
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Score-Informed Leading Voice Separation From Monaural Audio

Cyril Joder, Björn W. Schuller
<span title="2012-10-08">2012</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Hence, the topic of score-informed source separation, exploiting a temporally aligned score, has recently emerged.  ...  In the case of music, valuable information about the sources can be found in the score when it is available.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1415881">doi:10.5281/zenodo.1415881</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iq43mpuopbgfffqvqmgckzykuu">fatcat:iq43mpuopbgfffqvqmgckzykuu</a> </span>
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Differentiable Digital Signal Processing Mixture Model for Synthesis Parameter Extraction from Mixture of Harmonic Sounds [article]

Masaya Kawamura, Tomohiko Nakamura, Daichi Kitamura, Hiroshi Saruwatari, Yu Takahashi, Kazunobu Kondo
<span title="2022-02-01">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
separated by an audio source separation method.  ...  A differentiable digital signal processing (DDSP) autoencoder is a musical sound synthesizer that combines a deep neural network (DNN) and spectral modeling synthesis.  ...  separated with an existing audio source separation method.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.00200v1">arXiv:2202.00200v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qqn5dvwyjfc27aa5ls7t4m2g7y">fatcat:qqn5dvwyjfc27aa5ls7t4m2g7y</a> </span>
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Informed Multiple-F0 Estimation Applied To Monaural Audio Source Separation

Dominique Fourer, Sylvain Marchand
<span title="2012-08-27">2012</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Score-Informed Source Separation After the decoding process where the score of each separated signal is estimated and quantized on the MIDI pitch scale, source signals are separated using [5] .  ...  Finally, a score-informed source separation method [5] is used to estimate the separated source signalŝ s k [n] from x W [n].  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.52284">doi:10.5281/zenodo.52284</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nfcelgibnbge5ex6a3qjb7v24y">fatcat:nfcelgibnbge5ex6a3qjb7v24y</a> </span>
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Score-informed source separation of choral music

Matan Gover, Philippe Depalle
<span title="2020-10-11">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
We introduce score-informed Wave-U-Net to incorporate the musical score into the separation process.  ...  Choral music recordings are a particularly challenging target for source separation due to the choral blend and the inherent acoustical complexity of the 'choral timbre'.  ...  Attribution: Matan Gover, Philippe Depalle, "Score-Informed Source Separation of Choral Music", in Proc. of the 21st Int. Society for Music Information Retrieval Conf., Montréal, Canada, 2020.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4245411">doi:10.5281/zenodo.4245411</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pxwk6ixjq5fp7c4hel3f4bl55q">fatcat:pxwk6ixjq5fp7c4hel3f4bl55q</a> </span>
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Application of independent component analysis for speech–music separation using an efficient score function estimation

Arash Pishravian, Masoud Reza Aghabozorgi Sahaf
<span title="2012-12-01">2012</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/k3w7rbtfrrge7bwj7qlgcavjlq" style="color: black;">Journal of Electrical Engineering</a> </i> &nbsp;
In this paper speech-music separation using Blind Source Separation is discussed.  ...  The separating algorithm is based on the mutual information minimization where the natural gradient algorithm is used for minimization.  ...  In fact, for separating the sources, we must minimize the mutual information of the outputs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/v10187-012-0056-0">doi:10.2478/v10187-012-0056-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/elm7qrq6crbftptpfjybztozgm">fatcat:elm7qrq6crbftptpfjybztozgm</a> </span>
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Pitch-informed solo and accompaniment separation towards its use in music education applications

Estefanía Cano, Gerald Schuller, Christian Dittmar
<span title="2014-02-27">2014</span> <i title="Springer Nature America, Inc"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hqblpsydr5emviirtqkkmctpha" style="color: black;">EURASIP Journal on Advances in Signal Processing</a> </i> &nbsp;
We present a system for the automatic separation of solo instruments and music accompaniment in polyphonic music recordings.  ...  To better understand the sound separation quality requirements in music education, a listening test was conducted to determine the most perceptually relevant signal distortions that need to be improved  ...  The inclusion of known information about the sources in the separation scheme is referred to as informed sound source separation (ISS) and comprises, among others, the use of musical instrument digital  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1687-6180-2014-23">doi:10.1186/1687-6180-2014-23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jd7fajf2s5c4rooowwpb5ahxvq">fatcat:jd7fajf2s5c4rooowwpb5ahxvq</a> </span>
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Online Score-Informed Source Separation with Adaptive Instrument Models

Francisco J. Rodriguez-Serrano, Zhiyao Duan, Pedro Vera-Candeas, Bryan Pardo, Julio J. Carabias-Orti
<span title="2015-01-27">2015</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xt7ke23eendsnfbzyqj2bybzru" style="color: black;">Journal of New Music Research</a> </i> &nbsp;
 Developed machine learning algorithms towards audio information retrieval applications, e.g. multi-pitch estimation and tracking of music and speech, audio-score alignment, source separation, etc.  ...  Research Intern, Advanced Technology Labs (ATL)  Invented an online machine learning algorithm for real-time semi-supervised source separation, with an application on real-time speech enhancement in non-stationary  ...  [3] Zhiyao Duan and Bryan Pardo, "Soundprism: an online system for score-informed source separation of music audio," IEEE Journal of Selected Topics in Signal Processing., vol. 5, no. 6, pp. 1205-1215,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/09298215.2014.989174">doi:10.1080/09298215.2014.989174</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dveapnqzizdzposl2hvrbzdrke">fatcat:dveapnqzizdzposl2hvrbzdrke</a> </span>
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