Real-Time Independent Vector Analysis with a Deep-Learning-Based Source Model

2021 IEEE Spoken Language Technology Workshop (SLT) ◽

10.1109/slt48900.2021.9383599 ◽

2021 ◽

Author(s):

Fang Kang ◽

Feiran Yang ◽

Jun Yang

Keyword(s):

Deep Learning ◽

Real Time ◽

Source Model ◽

Vector Analysis ◽

Independent Vector ◽

Independent Vector Analysis

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Real-Time Independent Vector Analysis Using Semi-Supervised Nonnegative Matrix Factorization as a Source Model

10.21437/interspeech.2021-146 ◽

2021 ◽

Author(s):

Taihui Wang ◽

Feiran Yang ◽

Rui Zhu ◽

Jun Yang

Keyword(s):

Real Time ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Source Model ◽

Vector Analysis ◽

Independent Vector ◽

Independent Vector Analysis

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A Combination Method of Deep Learning Speech Separation and Independent Vector Analysis on Multi-channel Source Separation

Proceedings of the 2019 3rd International Symposium on Computer Science and Intelligent Control ◽

10.1145/3386164.3386170 ◽

2019 ◽

Author(s):

Chunpeng Wang ◽

Jie Zhu

Keyword(s):

Deep Learning ◽

Source Separation ◽

Combination Method ◽

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

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Low-latency real-time blind source separation for hearing aids based on time-domain implementation of online independent vector analysis with truncation of non-causal components

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952149 ◽

2017 ◽

Author(s):

Masahiro Sunohara ◽

Chiho Haruta ◽

Nobutaka Ono

Keyword(s):

Real Time ◽

Blind Source Separation ◽

Hearing Aids ◽

Time Domain ◽

Source Separation ◽

Vector Analysis ◽

Low Latency ◽

Independent Vector ◽

Independent Vector Analysis

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Real-Time Independent Vector Analysis for Convolutive Blind Source Separation

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2010.2048777 ◽

2010 ◽

Vol 57 (7) ◽

pp. 1431-1438 ◽

Author(s):

Taesu Kim

Keyword(s):

Real Time ◽

Blind Source Separation ◽

Source Separation ◽

Vector Analysis ◽

Independent Vector ◽

Independent Vector Analysis ◽

Convolutive Blind Source Separation

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An auxiliary-function approach to online independent vector analysis for real-time blind source separation

2014 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) ◽

10.1109/hscma.2014.6843261 ◽

2014 ◽

Author(s):

Toru Taniguchi ◽

Nobutaka Ono ◽

Akinori Kawamura ◽

Shigeki Sagayama

Keyword(s):

Real Time ◽

Blind Source Separation ◽

Source Separation ◽

Auxiliary Function ◽

Function Approach ◽

Vector Analysis ◽

Independent Vector ◽

Independent Vector Analysis

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Real-time independent vector analysis with Student's t source prior for convolutive speech mixtures

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2015.7178292 ◽

2015 ◽

Author(s):

Jack Harris ◽

Bertrand Rivet ◽

Syed Mohsen Naqvi ◽

Jonathon A. Chambers ◽

Christian Jutten

Keyword(s):

Real Time ◽

Vector Analysis ◽

Independent Vector ◽

Independent Vector Analysis ◽

Student’S T ◽

Speech Mixtures

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Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287733 ◽

2021 ◽

Author(s):

Andreas Brendel ◽

Walter Kellermann

Keyword(s):

Vector Analysis ◽

Eigenvalue Decomposition ◽

Independent Vector ◽

Independent Vector Analysis ◽

Source Extraction

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Speech Separation Using Independent Vector Analysis with an Amplitude Variable Gaussian Mixture Model

10.21437/interspeech.2019-2076 ◽

2019 ◽

Author(s):

Zhaoyi Gu ◽

Jing Lu ◽

Kai Chen

Keyword(s):

Gaussian Mixture Model ◽

Mixture Model ◽

Gaussian Mixture ◽

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

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Independent Vector Analysis based Convolutive Speech Separation by Estimating Entropy using Recursive Copula Splitting

2020 15th IEEE International Conference on Signal Processing (ICSP) ◽

10.1109/icsp48669.2020.9321020 ◽

2020 ◽

Author(s):

Asim Masood ◽

Renjie Tong ◽

Muhammad Shakeel ◽

Zhongfu Ye

Keyword(s):

Vector Analysis ◽

Speech Separation ◽

Independent Vector ◽

Independent Vector Analysis

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Independent Vector Analysis for Molecular Data Fusion: Application to Property Prediction and Knowledge Discovery of Energetic Materials

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287617 ◽

2021 ◽

Author(s):

Zois Boukouvalas ◽

Monica Puerto ◽

Daniel C. Elton ◽

Peter W. Chung ◽

Mark D. Fuge

Keyword(s):

Data Fusion ◽

Knowledge Discovery ◽

Energetic Materials ◽

Molecular Data ◽

Vector Analysis ◽

Independent Vector ◽

Property Prediction ◽

Independent Vector Analysis

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