Soumitro Chakrabarty
Soumitro Chakrabarty
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Publications
Type
Conference paper
Journal article
Date
2022
2021
2020
2019
2018
2017
2016
2015
2014
New Insights on Target Speaker Extraction
M. Elminshawi
,
W. Mack
,
S. Chakrabarty
,
E. A. P. Habets
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An Empirical Study of Visual Features for DNN Based Audio-Visual Speech Enhancement in Multi-Talker Environments
S. Saha Shetu
,
S. Chakrabarty
,
E. A. P. Habets
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Signal-Aware Broadband DOA Estimation Using Attention Mechanisms
W. Mack
,
U. Bharadwaj
,
S. Chakrabarty
,
E. A. P. Habets
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Project
Demo Video
Multi-speaker DOA estimation using deep convolutional networks trained with noise signals
S. Chakrabarty
,
E. A. P. Habets
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Project
Model
Demo Video
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation
S. Chakrabarty
,
Emanuel Habets
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Time-Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks
S. Chakrabarty
,
E. A. P. Habets
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Audio Examples
CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning
F. Stöter
,
S. Chakrabarty
,
B. Edler
,
E. A. P. Habets
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Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks
S. Chakrabarty
,
D. Wang
,
E. A. P. Habets
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DOI
Audio Examples
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks
W. Mack
,
S. Chakrabarty
,
F. Stöter
,
S. Braun
,
B. Edler
,
E. Habets
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Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation
F. R. Stoeter
,
S. Chakrabarty
,
B. Edler
,
E. A. P. Habets
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Model
Demo Video
A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors
S. Chakrabarty
,
E. A. P. Habets
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DOI
Audio Examples
Multi-Speaker Localization using Convolutional Neural Network Trained with Noise
S. Chakrabarty
,
E. A. P. Habets
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Project
Slides
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Model
Broadband DOA estimation using convolutional neural networks trained with noise signals
S. Chakrabarty
,
E. A. P. Habets
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Cite
Project
Slides
Follow
Model
Head-orientation compensation with video-informed single channel speech enhancement
S. Chakrabarty
,
D. Pilakeezhu
,
E. A. P. Habets
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Slides
Audio Examples
A Method to Analyze the Spatial Response of Informed Spatial Filters
S. Chakrabarty
,
O.Thiergart
,
E. A. P. Habets
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Slides
On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array
The work in this journal paper was presented at IEEE SAM 2016.
S. Chakrabarty
,
E. A. P. Habets
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Slides
DOI
A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction
S. Chakrabarty
,
O. Thiergart
,
E.A.P. Habets
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DOI
Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments
S. Chakrabarty
,
K. Kowalczyk
,
M. Taseska
,
E. A. P. Habets
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