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Musical Source Separation: An Introduction
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-4020-6479-1_8openalex-snapshot
The DUET Blind Source Separation Algorithm
inferredcites →https://doi.org/10.1007/978-3-319-22482-4_45openalex-snapshot
The 2015 Signal Separation Evaluation Campaign
inferredcites →https://doi.org/10.1007/978-3-319-53547-0_31openalex-snapshot
The 2016 Signal Separation Evaluation Campaign
inferredcites →https://doi.org/10.1109/eusipco.2016.7760550openalex-snapshot
Evaluation of quality of sound source separation algorithms: Human perception vs quantitative metrics
inferredcites →https://doi.org/10.1109/icassp.2000.859072openalex-snapshot
Separation of harmonic sound sources using sinusoidal modeling
inferredcites →https://doi.org/10.1109/icassp.2012.6287816openalex-snapshot
Singing-voice separation from monaural recordings using robust principal component analysis
inferredcites →https://doi.org/10.1109/icassp.2015.7178063openalex-snapshot
Vocal activity informed singing voice separation with the iKala dataset
inferredcites →https://doi.org/10.1109/icassp.2015.7178348openalex-snapshot
Deep neural network based instrument extraction from music
inferredcites →https://doi.org/10.1109/icassp.2016.7471631openalex-snapshot
Deep clustering: Discriminative embeddings for segmentation and separation
inferredcites →https://doi.org/10.1109/icassp.2018.8462194openalex-snapshot
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation
inferredcites →https://doi.org/10.1109/msp.2013.2296076openalex-snapshot
Score-Informed Source Separation for Musical Audio Recordings: An overview
inferredcites →https://doi.org/10.1109/msp.2013.2297715openalex-snapshot
Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view
inferredcites →https://doi.org/10.1109/tasl.2006.885253openalex-snapshot
Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria
inferredcites →https://doi.org/10.1109/tasl.2009.2031510openalex-snapshot
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation
inferredcites →https://doi.org/10.1109/tasl.2010.2041114openalex-snapshot
Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals
inferredcites →https://doi.org/10.1109/tasl.2010.2050716openalex-snapshot
Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model
inferredcites →https://doi.org/10.1109/tasl.2011.2109381openalex-snapshot
Subjective and Objective Quality Assessment of Audio Source Separation
inferredcites →https://doi.org/10.1109/tasl.2012.2213249openalex-snapshot
REpeating Pattern Extraction Technique (REPET): A Simple Method for Music/Voice Separation
inferredcites →https://doi.org/10.1109/taslp.2015.2468583openalex-snapshot
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation
inferredcites →https://doi.org/10.1109/taslp.2016.2570945openalex-snapshot
Projection-Based Demixing of Spatial Audio
inferredcites →https://doi.org/10.1109/taslp.2016.2580946openalex-snapshot
Multichannel Audio Source Separation With Deep Neural Networks
inferredcites →https://doi.org/10.1109/tsa.2005.858005openalex-snapshot
Performance measurement in blind audio source separation
inferredcites →https://doi.org/10.1109/tsp.2014.2332434openalex-snapshot
Kernel Additive Models for Source Separation
inferredcites →https://doi.org/10.1121/1.408434openalex-snapshot
Auditory Scene Analysis: The Perceptual Organization of Sound
inferredcites →https://doi.org/10.21437/interspeech.2014-386openalex-snapshot
Phase-based harmonic/percussive separation
inferredcites →https://doi.org/10.7551/mitpress/1486.001.0001openalex-snapshot
Auditory Scene Analysis
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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CNN based musical instrument identification using time‐frequency localized features
inferred← citeshttps://doi.org/10.1002/rse2.141openalex-snapshot
Source separation in ecoacoustics: a roadmap towards versatile soundscape information retrieval
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Creating Auditory Illusions with Binaural Technology
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Stems aus sicherer Quelle: Neue Möglichkeiten für die Erforschung der Auditory Stream Segregation durch KI-basierte Software zur Quellentrennung
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SepMLP: An All-MLP Architecture for Music Source Separation
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The music demixing machine: toward real-time remixing of classical music
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Gradient descent in phase retrieval
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Liszt’s Étude S.136 no.1: audio data analysis of two different piano recordings
inferred← citeshttps://doi.org/10.1016/j.apacoust.2020.107566openalex-snapshot
Clustering of spatial cues by semantic segmentation for anechoic binaural source separation
inferred← citeshttps://doi.org/10.1016/j.apacoust.2023.109313openalex-snapshot
Scale-certainty geometrically constrained independent vector analysis for determined blind source separation
inferred← citeshttps://doi.org/10.1016/j.cam.2025.116974openalex-snapshot
A new space-guided deterministic geometrically constrained independent vector analysis based algorithm and its computational efficiency in signal separation problems
inferred← citeshttps://doi.org/10.1016/j.csl.2024.101626openalex-snapshot
Single-channel speech enhancement using colored spectrograms
inferred← citeshttps://doi.org/10.1016/j.sigpro.2023.109199openalex-snapshot
The effect of source sparsity on independent vector analysis for blind source separation
inferred← citeshttps://doi.org/10.1016/j.sigpro.2023.109359openalex-snapshot
A novel semi-blind source separation framework towards maximum signal-to-interference ratio
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109487openalex-snapshot
Separation of overlapping audio signals: A review on current trends and evolving approaches
inferred← citeshttps://doi.org/10.1038/s41598-021-02790-2openalex-snapshot
BioCPPNet: automatic bioacoustic source separation with deep neural networks
inferred← citeshttps://doi.org/10.1080/08839514.2023.2211458openalex-snapshot
An Automatic Classification Method for Multiple Music Genres by Integrating Emotions and Intelligent Algorithms
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A Band-Split State Space Model for Accordion Left- and Right-Hand Source Separation With Pedagogical Applications
inferred← citeshttps://doi.org/10.1109/acit69831.2026.11700186openalex-snapshot
Interference Reduction in Music Source Separation Through Recurrent Inference with Deep Neural Network Models
inferred← citeshttps://doi.org/10.1109/apsipaasc47483.2019.9023055openalex-snapshot
Monaural Singing Voice Separation Using Fusion-Net with Time-Frequency Masking
inferred← citeshttps://doi.org/10.1109/asru51503.2021.9687922openalex-snapshot
Multi-Task Audio Source Separation
inferred← citeshttps://doi.org/10.1109/asru65441.2025.11434600openalex-snapshot
Sinba: Singing-To-Accompaniment Generation With Pitch Guidance Via Mamba-Based Language Model
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Evaluation of blind source separation algorithms applied to music signals
inferred← citeshttps://doi.org/10.1109/icaiic57133.2023.10066992openalex-snapshot
Deep Single Shot Musical Instrument Identification using Scalograms
inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413717openalex-snapshot
Phase Recovery with Bregman Divergences for Audio Source Separation
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9053482openalex-snapshot
Filtering Out Time-Frequency Areas Using Gabor Multipliers
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SDR — Medium Rare with Fast Computations
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747536openalex-snapshot
Few-Shot Musical Source Separation
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446287openalex-snapshot
Stereophonic Music Source Separation with Spatially-Informed Bridging Band-Split Network
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10447244openalex-snapshot
A Fully Differentiable Model for Unsupervised Singing Voice Separation
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10448381openalex-snapshot
Real-Time Low-Latency Music Source Separation Using Hybrid Spectrogram-Tasnet
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10889959openalex-snapshot
BeatKAN: An Efficient and Drum-Attuned Beat Tracking Method Using Kolmogorov-Arnold Networks
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462762openalex-snapshot
Summary of the Inaugural Music Source Restoration Challenge
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11463733openalex-snapshot
Training-Free Inference-Time Scaling for Audio Source Separation
inferred← citeshttps://doi.org/10.1109/icet48972.2019.8994762openalex-snapshot
Enhancing the Separation of Sources in Close Proximity and Intense Reverberant Conditions by Integrating Spatial Cues with Spatial Covariance
inferred← citeshttps://doi.org/10.1109/iceta51985.2020.9379216openalex-snapshot
Music information retrieval for educational purposes - an overview
inferred← citeshttps://doi.org/10.1109/icme59968.2025.11208966openalex-snapshot
Towards Practical Real-Time Low-Latency Music Source Separation
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Drummistic Fingerprints: Unique Drummer Identification via the Application of Data Analytics & Machine Learning
inferred← citeshttps://doi.org/10.1109/lsp.2020.2970310openalex-snapshot
Online Spectrogram Inversion for Low-Latency Audio Source Separation
inferred← citeshttps://doi.org/10.1109/mmsp.2019.8901720openalex-snapshot
Selective Hearing: A Machine Listening Perspective
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inferred← citeshttps://doi.org/10.1109/sces61914.2024.10652359openalex-snapshot
Enhancing Blind Source Separation: Leveraging Multi Kernel Methods for Complex Audio Environments
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A novel Directional Framework for Source Counting and Source Separation in Instantaneous Underdetermined Audio Mixtures
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Robust sound event detection
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