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Blind Extraction of Moving Sources via Independent Component and Vector Analysis: Examples
separating vector (CSV) for Blind Source Extraction of moving sources using the FastDIVA potential and good performance in handling the blind moving source extraction problem.. First, th...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D •
- Link
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BLIND EXTRACTION OF MOVING SOURCES VIA INDEPENDENT COMPONENT AND VECTOR ANALYSIS: EXAMPLES
separating vector (CSV) for Blind Source Extraction of moving sources using the FastDIVA potential and good performance in handling the blind moving source extraction problem.. First, th...
Applied mathematics
- 2021 •
- D •
- Link
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Auxiliary Function-Based Algorithm for Blind Extraction of a Moving Speaker
We propose a novel algorithm for Blind Source Extraction (BSE) of a moving (CSV) mixing model is assumed, which allows for movements of the extracted source the CSV model works when extracting a m...
Electrical and electronic engineering
- 2022 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
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Blind Extraction of Target Speech Source: Three ways of Guidance Exploiting Supervised Speaker Embeddings
The manuscript deals with the robust extraction of a speaker of interest (SOI) from a mixture of audio sources. A blind algorithm based on independent vector extraction (IVE) is used, which, by definition, extr...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
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Heuristics in blind source separation
This paper deals with application of heuristic algorithms (DEBR, MCRS) in blind source separation (BSS). BSS methods focus on a separation of the (source) signal from a linear mixture. The idea of using heuristic algorithms...
Statistics and probability
- 2018 •
- D
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D - Stať ve sborníku
Advanced semi-blind speaker extraction and tracking implemented in experimental device with revolving dense microphone array
consisting of 64 microphones mounted on a rotating platform. State-of-the-art blind source extraction algorithms controlled by x-vector piloting are used to extract to extract the speaker from multi-s...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2021 •
- D •
- Link
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Joint Acoustic Echo Cancellation And Blind Source Extraction Based On Independent Vector Extraction
We describe a joint acoustic echo cancellation (AEC) and blind source extraction (BSE) approach for multi-microphone acoustic frontends. The proposed algorithm blindly estimates AEC and beamforming filters by maximizing the...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
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Independent Vector Extraction Constrained on Manifold of Half-Length Filters
/frequencies. The separation proceeds jointly only through the source model, where statistical dependencies of sources across the mixtures are taken into account. In this paper, we propose a mixing model for joint blind
Applied mathematics
- 2023 •
- D •
- Link
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Double Nonstationarity: Blind Extraction of Independent Nonstationary Vector/Component from Nonstationary Mixtures - Algorithms
In this article, nonstationary mixing and source models are combined Extraction (ICE/IVE), one of which stands for a new extension of the well-known FastICA. This model allows for a moving source-of-interest (SOI) whose dis...
Electrical and electronic engineering
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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Target Speech Extraction: Independent Vector Extraction Guided by Supervised Speaker Identification
This manuscript proposes a novel robust procedure for the extraction of a speaker of interest (SOI) from a mixture of audio sources. The estimation of the SOI is performed via independent vector extraction (IVE). Since the ...
Electrical and electronic engineering
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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