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 | 323 | 2019 |
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 | 318 | 2017 |
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 | 76 | 2019 |
Multi-speaker localization using convolutional neural network trained with noise S Chakrabarty, EAP Habets arXiv preprint arXiv:1712.04276, 2017 | 69 | 2017 |
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 | 64 | 2018 |
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 | 60 | 2018 |
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 | 38 | 2018 |
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 | 28 | 2020 |
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 | 21 | 2018 |
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 | 21 | 2018 |
New insights on target speaker extraction M Elminshawi, W Mack, SR Chetupalli, S Chakrabarty, EAP Habets arXiv preprint arXiv:2202.00733, 2022 | 17 | 2022 |
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 | 17 | 2015 |
Multi-scale aggregation of phase information for complexity reduction of CNN based DOA estimation S Chakrabarty, EAP Habets 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 15 | 2019 |
Ultra Low Complexity Deep Learning Based Noise Suppression SS Shetu, S Chakrabarty, O Thiergart, E Mabande ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 7 | 2024 |
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 | 6 | 2014 |
Hardware/software co-design of an automatically generated analog nn R Müller, M Oppelt, B Kundu, BRA Agashe, T Thönes, E Herzer, ... International Conference on Embedded Computer Systems, 385-400, 2021 | 4 | 2021 |
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 | 4 | 2015 |
An empirical study of visual features for DNN based audio-visual speech enhancement in multi-talker environments SS Shetu, S Chakrabarty, EAP Habets ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 2 | 2021 |
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 | 2 | 2016 |
Robust Direction-of-Arrival estimation and spatial filtering in noisy and reverberant environments S Chakrabarty PQDT-Global, 2019 | 1 | 2019 |