Soumitro Chakrabarty
Soumitro Chakrabarty
Research Associate
Verified email at iis.fraunhofer.de - Homepage
Title
Cited by
Cited by
Year
Broadband doa estimation using convolutional neural networks trained with noise signals
S Chakrabarty, E Habets
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017 IEEE …, 2017
1102017
Multi-speaker DOA estimation using deep convolutional networks trained with noise signals
S Chakrabarty, EAP Habets
IEEE Journal of Selected Topics in Signal Processing 13 (1), 8-21, 2019
662019
Multi-speaker localization using convolutional neural network trained with noise
S Chakrabarty, EAP Habets
arXiv preprint arXiv:1712.04276, 2017
282017
Time-frequency masking based online speech enhancement with multi-channel data using convolutional neural networks
S Chakrabarty, DL Wang, EAP Habets
2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018
182018
Classification vs. regression in supervised learning for single channel speaker count estimation
FR Stöter, S Chakrabarty, B Edler, EAP Habets
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
172018
CountNet: Estimating the number of concurrent speakers using supervised learning
FR Stöter, S Chakrabarty, B Edler, EAP Habets
IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (2), 268-282, 2018
162018
Time–frequency masking based online multi-channel speech enhancement with convolutional recurrent neural networks
S Chakrabarty, EAP Habets
IEEE Journal of Selected Topics in Signal Processing 13 (4), 787-799, 2019
142019
A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors
S Chakrabarty, EAP Habets
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 26 (1 …, 2018
112018
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks.
W Mack, S Chakrabarty, FR Stöter, S Braun, B Edler, EAP Habets
INTERSPEECH, 1314-1318, 2018
82018
On the numerical instability of an LCMV beamformer for a uniform linear array
S Chakrabarty, EAP Habets
IEEE Signal Processing Letters 23 (2), 272-276, 2015
72015
Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments
S Chakrabarty, K Kowalczyk, M Taseska, EAP Habets
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
62014
Signal-Aware Broadband DOA Estimation Using Attention Mechanisms
W Mack, U Bharadwaj, S Chakrabarty, EAP Habets
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction
S Chakrabarty, O Thiergart, EAP Habets
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
32015
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation
S Chakrabarty, EAP Habets
arXiv preprint arXiv:1811.08552, 2018
22018
A method to analyze the spatial response of informed spatial filters
S Chakrabarty, O Thiergart, EAP Habets
Speech Communication; 12. ITG Symposium, 1-5, 2016
12016
Head-orientation compensation with video-informed single channel speech enhancement
S Chakrabarty, D Pilakeezhu, EAP Habets
2016 IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), 1-5, 2016
12016
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments
SS Shetu, S Chakrabarty, EAP Habets
arXiv preprint arXiv:2011.04359, 2020
2020
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments
S Saha Shetu, S Chakrabarty, EAP Habets
arXiv e-prints, arXiv: 2011.04359, 2020
2020
Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA Estimation
S Chakrabarty, HE AP
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
2019
ICASSP, IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING-PROCEEDINGS
E Huot, T Isambert, I Herlin, JP Berroir, G Korotaev, I Karoui, JM Boucher, ...
2006
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Articles 1–20