Soumitro Chakrabarty

According to our database, Soumitro Chakrabarty authored at least 21 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Ultra Low Complexity Deep Learning Based Noise Suppression.

Shrishti Saha Shetu, Soumitro Chakrabarty, Oliver Thiergart, Edwin Mabande

CoRR, 2023

2022

New Insights on Target Speaker Extraction.

Mohamed Elminshawi, Wolfgang Mack, Soumitro Chakrabarty, Emanuël A. P. Habets

CoRR, 2022

2021

Hardware/Software Co-Design of an Automatically Generated Analog NN.

Roland Müller, Maximilian Oppelt, Bijoy Kundu, Bangalore Ramesh Akshay Agashe, Thomas Thönes, Elmar Herzer, Claudia Schuhmann, Soumitro Chakrabarty, Christian Kroos, Loreto Mateu

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

An Empirical Study of Visual Features for DNN Based Audio-Visual Speech Enhancement in Multi-Talker Environments.

Shrishti Saha Shetu, Soumitro Chakrabarty, Emanuël Anco Peter Habets

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Signal-Aware Broadband DOA Estimation Using Attention Mechanisms.

Wolfgang Mack, Ullas Bharadwaj, Soumitro Chakrabarty, Emanuël Anco Peter Habets

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

CountNet: Estimating the Number of Concurrent Speakers Using Supervised Learning.

Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Time-Frequency Masking Based Online Multi-Channel Speech Enhancement With Convolutional Recurrent Neural Networks.

Soumitro Chakrabarty, Emanuël A. P. Habets

IEEE J. Sel. Top. Signal Process., 2019

Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained With Noise Signals.

Soumitro Chakrabarty, Emanuël A. P. Habets

IEEE J. Sel. Top. Signal Process., 2019

Multi-scale Aggregation of Phase Information for Complexity Reduction of CNN Based DOA Estimation.

Soumitro Chakrabarty, Emanuël Anco Peter Habets

Proceedings of the 27th European Signal Processing Conference, 2019

2018

A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors.

Soumitro Chakrabarty, Emanuël A. P. Habets

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation.

Soumitro Chakrabarty, Emanuël A. P. Habets

CoRR, 2018

Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks.

Soumitro Chakrabarty, DeLiang Wang, Emanuël A. P. Habets

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks.

Wolfgang Mack, Soumitro Chakrabarty, Fabian-Robert Stöter, Sebastian Braun, Bernd Edler, Emanuël A. P. Habets

Proceedings of the Interspeech 2018, 2018

Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation.

Fabian-Robert Stöter, Soumitro Chakrabarty, Bernd Edler, Emanuël A. P. Habets

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise.

Soumitro Chakrabarty, Emanuël A. P. Habets

CoRR, 2017

Broadband doa estimation using convolutional neural networks trained with noise signals.

Soumitro Chakrabarty, Emanuël A. P. Habets

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

2016

On the Numerical Instability of an LCMV Beamformer for a Uniform Linear Array.

Soumitro Chakrabarty, Emanuël A. P. Habets

IEEE Signal Process. Lett., 2016

Head-orientation compensation with video-informed single channel speech enhancement.

Soumitro Chakrabarty, Deepth Pilakeezhu, Emanuël A. P. Habets

Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

A Method to Analyze the Spatial Response of Informed Spatial Filters.

Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015

A Bayesian approach to spatial filtering and diffuse power estimation for joint dereverberation and noise reduction.

Soumitro Chakrabarty, Oliver Thiergart, Emanuël A. P. Habets

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Extended Kalman filter with probabilistic data association for multiple non-concurrent speaker localization in reverberant environments.

Soumitro Chakrabarty, Konrad Kowalczyk, Maja Taseska, Emanuël A. P. Habets

Proceedings of the IEEE International Conference on Acoustics, 2014