Soumitro Chakrabarty

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Noise Suppression

Convolutional Neural Networks

Automatically Generate

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Shrishti Saha Shetu, Soumitro Chakrabarty, Oliver Thiergart, Edwin Mabande
Ultra Low Complexity Deep Learning Based Noise Suppression. ICASSP (2024)
Shrishti Saha Shetu, Soumitro Chakrabarty, Oliver Thiergart, Edwin Mabande
Ultra Low Complexity Deep Learning Based Noise Suppression. CoRR (2023)
Mohamed Elminshawi, Wolfgang Mack, Soumitro Chakrabarty, Emanuël A. P. Habets
New Insights on Target Speaker Extraction. CoRR (2022)
Roland Müller, Maximilian Oppelt, Bijoy Kundu, Bangalore Ramesh Akshay Agashe, Thomas Thönes, Elmar Herzer, Claudia Schuhmann, Soumitro Chakrabarty, Christian Kroos, Loreto Mateu
Hardware/Software Co-Design of an Automatically Generated Analog NN. SAMOS (2021)
Shrishti Saha Shetu, Soumitro Chakrabarty, Emanuël Anco Peter Habets
An Empirical Study of Visual Features for DNN Based Audio-Visual Speech Enhancement in Multi-Talker Environments. ICASSP (2021)
Wolfgang Mack, Ullas Bharadwaj, Soumitro Chakrabarty, Emanuël Anco Peter Habets
Signal-Aware Broadband DOA Estimation Using Attention Mechanisms. ICASSP (2020)
Shrishti Saha Shetu, Soumitro Chakrabarty, Emanuël Anco Peter Habets
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments. CoRR (2020)
Soumitro Chakrabarty, Emanuël A. P. Habets
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals. IEEE J. Sel. Top. Signal Process. 13 (1) (2019)
Soumitro Chakrabarty, Emanuël Anco Peter Habets
Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA Estimation. EUSIPCO (2019)
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning. IEEE ACM Trans. Audio Speech Lang. Process. 27 (2) (2019)
Soumitro Chakrabarty, Emanuël A. P. Habets
Time-Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks. IEEE J. Sel. Top. Signal Process. 13 (4) (2019)
Soumitro Chakrabarty, Emanuël A. P. Habets
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation. CoRR (2018)
Soumitro Chakrabarty, DeLiang Wang, Emanuël A. P. Habets
Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks. IWAENC (2018)
Wolfgang Mack, Soumitro Chakrabarty, Fabian-Robert Stöter, Sebastian Braun, Bernd Edler, Emanuël A. P. Habets
Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks. INTERSPEECH (2018)
Soumitro Chakrabarty, Emanuël Anco Peter Habets
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals. CoRR (2018)
Soumitro Chakrabarty, Emanuël A. P. Habets
A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation. ICASSP (2018)
Soumitro Chakrabarty, Emanuël A. P. Habets
Broadband doa estimation using convolutional neural networks trained with noise signals. WASPAA (2017)
Soumitro Chakrabarty, Emanuël A. P. Habets
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise. CoRR (2017)
Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation. CoRR (2017)
Soumitro Chakrabarty, Emanuël A. P. Habets
Broadband DOA estimation using Convolutional neural networks trained with noise signals. CoRR (2017)
Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets
A Method to Analyze the Spatial Response of Informed Spatial Filters. ITG Symposium on Speech Communication (2016)
Soumitro Chakrabarty, Deepth Pilakeezhu, Emanuël A. P. Habets
Head-orientation compensation with video-informed single channel speech enhancement. IWAENC (2016)
Soumitro Chakrabarty, Emanuël A. P. Habets
On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array. IEEE Signal Process. Lett. 23 (2) (2016)
Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets
A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction. ICASSP (2015)
Soumitro Chakrabarty, Konrad Kowalczyk, Maja Taseska, Emanuël A. P. Habets
Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments. ICASSP (2014)