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Soumitro Chakrabarty
Observed name:
Chakrabarty, Soumitro
Institutions:
International Audio Laboratories Erlangen,
Fraunhofer Institute for Integrated Circuits
Observed institutions:
Friedrich-Alexander-Universität Erlangen-Nürnberg,
International Audio Laboratories Erlangen,
Fraunhofer Institute for Integrated Circuits
ORCID:
0000-0002-0846-207X
Observed ORCID:
0000-0002-0846-207X
OpenAlex ID:
A5047247941
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals
2019
·
Soumitro Chakrabarty
, Emanuel A. P. Habets
·
IEEE Journal of Selected Topics in Signal Processing
·
334
PDF
Broadband doa estimation using convolutional neural networks trained with noise signals
2017
·
Soumitro Chakrabarty
, Emanuel A. P. Habets
·
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
·
299
PDF
Time–Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks
2019
·
Soumitro Chakrabarty
, Emanuel A. P. Habets
·
IEEE Journal of Selected Topics in Signal Processing
·
78
CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning
2018
·
Fabian-Robert Stoter
, Soumitro Chakrabarty
, et al.
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
65
PDF
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise
2017
·
Chakrabarty, Soumitro
, Habets, Emanuël A. P.
·
arXiv (Cornell University)
·
41
PDF
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation
2018
·
Fabian-Robert Stoter
, Soumitro Chakrabarty
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
39
PDF
Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks
2018
·
Soumitro Chakrabarty
, DeLiang Wang
, et al.
·
International Workshop on Acoustic Signal Enhancement
·
37
New insights on the role of auxiliary information in target speaker extraction
2024
·
Mohamed Elminshawi
, Wolfgang Mack
, et al.
·
Frontiers in Signal Processing
·
31
PDF
Signal-Aware Broadband DOA Estimation Using Attention Mechanisms
2020
·
Wolfgang Mack
, Ullas Bharadwaj
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
27
Ultra Low Complexity Deep Learning Based Noise Suppression
2024
·
Shrishti Saha Shetu
, Soumitro Chakrabarty
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
22
PDF
A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors
2017
·
Soumitro Chakrabarty
, Emanuel A. P. Habets
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
21
On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array
2015
·
Soumitro Chakrabarty
, Emanuel A. P. Habets
·
IEEE Signal Processing Letters
·
19
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks
2018
·
Wolfgang Mack
, Soumitro Chakrabarty
, et al.
·
Interspeech (USB)
·
16
Libricount, A Dataset For Speaker Count Estimation
2018
·
Stöter, Fabian-Robert
, Soumitro Chakrabarty
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
·
12
Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA Estimation
2019
·
Soumitro Chakrabarty
, Emanuel A.P. Habets
·
European Signal Processing Conference (EUSIPCO)
·
8
PDF
Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments
2014
·
Soumitro Chakrabarty
, Konrad Kowalczyk
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
6
Hardware/Software Co-Design of an Automatically Generated Analog NN
2022
·
Roland Müller
, Maximilian Oppelt
, et al.
·
Lecture notes in computer science
·
3
An Empirical Study of Visual Features for DNN Based Audio-Visual Speech Enhancement in Multi-Talker Environments
2021
·
Shrishti Saha Shetu
, Soumitro Chakrabarty
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
3
PDF
Head-orientation compensation with video-informed single channel speech enhancement
2016
·
Soumitro Chakrabarty
, Deepth Pilakeezhu
, et al.
·
International Workshop on Acoustic Signal Enhancement
·
2
A Method to Analyze the Spatial Response of Informed Spatial Filters.
2016
·
Soumitro Chakrabarty
, Oliver Thiergart
, et al.
·
Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)
·
1
A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction
2015
·
Soumitro Chakrabarty
, Oliver Thiergart
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
1
Broadband DOA Estimation Using Convolutional Neural Networks Trained with Noise Signals
2024
·
Chakrabarty, Soumitro
·
TIB Data Manager
Multichannel Impulse Response Database
2024
·
Chakrabarty, Soumitro
·
TIB Data Manager
CountIt - An Auditory Experiment to Estimate the Number of Speakers
2018
·
Stöter, Fabian-Robert
, Soumitro Chakrabarty
, et al.
·
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Works count:
26
Citation count:
1,065
H-index:
13
I10-index:
14
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