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blind source separation

62 papers

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Also known as

BASS BSS

Co-occurring keywords

independent component analysis (116) unsupervised learning (3255) source separation (132) non-negative matrix factorization (100) maximum likelihood (255) matrix decomposition (119) signal separation (13) feature extraction (1578) speech separation (166) speech enhancement (581)

Papers

Neural Blind Source Separation and Diarization for Distant Speech Recognition INTERSPEECH 2024
Spatial Voice Conversion: Voice Conversion Preserving Spatial Information and Non-target Signals INTERSPEECH 2024
Nonparametric Evaluation of Noisy ICA Solutions NIPS 2024
Joint Blind Source Separation and Dereverberation for Automatic Speech Recognition using Delayed-Subsource MNMF with Localization Prior INTERSPEECH 2023
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis ICML 2023
Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources NIPS 2022
Unsupervised Training of Sequential Neural Beamformer Using Coarsely-separated and Non-separated Signals INTERSPEECH 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022
Practical Over-the-air Perceptual AcousticWatermarking INTERSPEECH 2022
Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language INTERSPEECH 2022
Provable Subspace Identification Under Post-Nonlinear Mixtures NIPS 2022
Online Blind Audio Source Separation Using Recursive Expectation-Maximization INTERSPEECH 2021
Identification of Matrix Joint Block Diagonalization AISTATS 2021
DiffImpact: Differentiable Rendering and Identification of Impact Sounds CORL 2021
Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation NIPS 2021
Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021
Advanced Semi-Blind Speaker Extraction and Tracking Implemented in Experimental Device with Revolving Dense Microphone Array INTERSPEECH 2021
Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation INTERSPEECH 2021
A Normative and Biologically Plausible Algorithm for Independent Component Analysis NIPS 2021
Mentoring-Reverse Mentoring for Unsupervised Multi-Channel Speech Source Separation INTERSPEECH 2020
The Method of Random Directions Optimization for Stereo Audio Source Separation INTERSPEECH 2020
A Semi-Blind Source Separation Approach for Speech Dereverberation INTERSPEECH 2020
Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model INTERSPEECH 2019
A Unified Bayesian Source Modelling for Determined Blind Source Separation INTERSPEECH 2019
MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval NIPS 2018