Soumitro Chakrabarty

26 papers A 1Misc 6Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2024 Misc conf
Ultra Low Complexity Deep Learning Based Noise Suppression.
ICASSP
Shrishti Saha Shetu, Soumitro Chakrabarty, Oliver Thiergart, Edwin Mabande
2023 J jnl
Ultra Low Complexity Deep Learning Based Noise Suppression.
CoRR
Shrishti Saha Shetu, Soumitro Chakrabarty, Oliver Thiergart, Edwin Mabande
2022 J jnl
New Insights on Target Speaker Extraction.
CoRR
Mohamed Elminshawi, Wolfgang Mack, Soumitro Chakrabarty, Emanuël A. P. Habets
2021 Misc conf
An Empirical Study of Visual Features for DNN Based Audio-Visual Speech Enhancement in Multi-Talker Environments.
ICASSP
Shrishti Saha Shetu, Soumitro Chakrabarty, Emanuël Anco Peter Habets
2021 — conf
Hardware/Software Co-Design of an Automatically Generated Analog NN.
SAMOS
Roland Müller, Maximilian Oppelt, Bijoy Kundu, Bangalore Ramesh Akshay Agashe, Thomas Thönes, Elmar Herzer, Claudia Schuhmann, Soumitro Chakrabarty, Christian Kroos, Loreto Mateu
2020 J jnl
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments.
CoRR
Shrishti Saha Shetu, Soumitro Chakrabarty, Emanuël Anco Peter Habets
2020 Misc conf
Signal-Aware Broadband DOA Estimation Using Attention Mechanisms.
ICASSP
Wolfgang Mack, Ullas Bharadwaj, Soumitro Chakrabarty, Emanuël Anco Peter Habets
2019 J jnl
CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
2019 J jnl
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals.
IEEE J. Sel. Top. Signal Process.
Soumitro Chakrabarty, Emanuël A. P. Habets
2019 — conf
Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA Estimation.
EUSIPCO
Soumitro Chakrabarty, Emanuël Anco Peter Habets
2019 J jnl
Time-Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks.
IEEE J. Sel. Top. Signal Process.
Soumitro Chakrabarty, Emanuël A. P. Habets
2018 J jnl
A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors.
IEEE ACM Trans. Audio Speech Lang. Process.
Soumitro Chakrabarty, Emanuël A. P. Habets
2018 Misc conf
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation.
ICASSP
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
2018 J jnl
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals.
CoRR
Soumitro Chakrabarty, Emanuël Anco Peter Habets
2018 J jnl
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation.
CoRR
Soumitro Chakrabarty, Emanuël A. P. Habets
2018 A conf
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks.
INTERSPEECH
Wolfgang Mack, Soumitro Chakrabarty, Fabian-Robert Stöter, Sebastian Braun, Bernd Edler, Emanuël A. P. Habets
2018 — conf
Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks.
IWAENC
Soumitro Chakrabarty, DeLiang Wang, Emanuël A. P. Habets
2017 J jnl
Broadband DOA estimation using Convolutional neural networks trained with noise signals.
CoRR
Soumitro Chakrabarty, Emanuël A. P. Habets
2017 — conf
Broadband doa estimation using convolutional neural networks trained with noise signals.
WASPAA
Soumitro Chakrabarty, Emanuël A. P. Habets
2017 J jnl
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation.
CoRR
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
2017 J jnl
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise.
CoRR
Soumitro Chakrabarty, Emanuël A. P. Habets
2016 — conf
A Method to Analyze the Spatial Response of Informed Spatial Filters.
ITG Symposium on Speech Communication
Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets
2016 — conf
Head-orientation compensation with video-informed single channel speech enhancement.
IWAENC
Soumitro Chakrabarty, Deepth Pilakeezhu, Emanuël A. P. Habets
2016 J jnl
On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array.
IEEE Signal Process. Lett.
Soumitro Chakrabarty, Emanuël A. P. Habets
2015 Misc conf
A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction.
ICASSP
Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets
2014 Misc conf
Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments.
ICASSP
Soumitro Chakrabarty, Konrad Kowalczyk, Maja Taseska, Emanuël A. P. Habets