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Somshubra Majumdar
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Year
LSTM fully convolutional networks for time series classification
F Karim, S Majumdar, H Darabi, S Chen
IEEE access 6, 1662-1669, 2017
12562017
Multivariate LSTM-FCNs for time series classification
F Karim, S Majumdar, H Darabi, S Harford
Neural networks 116, 237-245, 2019
8562019
Microaneurysm detection using fully convolutional neural networks
P Chudzik, S Majumdar, F Calivá, B Al-Diri, A Hunter
Computer methods and programs in biomedicine 158, 185-192, 2018
1892018
Insights into LSTM fully convolutional networks for time series classification
F Karim, S Majumdar, H Darabi
IEEE Access 7, 67718-67725, 2019
1832019
Adversarial attacks on time series
F Karim, S Majumdar, H Darabi
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3309 …, 2020
982020
Matchboxnet: 1d time-channel separable convolutional neural network architecture for speech commands recognition
S Majumdar, B Ginsburg
arXiv preprint arXiv:2004.08531, 2020
792020
Citrinet: Closing the gap between non-autoregressive and autoregressive end-to-end models for automatic speech recognition
S Majumdar, J Balam, O Hrinchuk, V Lavrukhin, V Noroozi, B Ginsburg
arXiv preprint arXiv:2104.01721, 2021
642021
Marblenet: Deep 1d time-channel separable convolutional neural network for voice activity detection
F Jia, S Majumdar, B Ginsburg
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
412021
Pathological voice classification using mel-cepstrum vectors and support vector machine
M Pishgar, F Karim, S Majumdar, H Darabi
arXiv preprint arXiv:1812.07729, 2018
392018
Spgispeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition
PK O'Neill, V Lavrukhin, S Majumdar, V Noroozi, Y Zhang, O Kuchaiev, ...
arXiv preprint arXiv:2104.02014, 2021
362021
Exudate segmentation using fully convolutional neural networks and inception modules
P Chudzik, S Majumdar, F Caliva, B Al-Diri, A Hunter
Medical Imaging 2018: Image Processing 10574, 785-792, 2018
362018
Microaneurysm detection using deep learning and interleaved freezing
P Chudzik, S Majumdar, F Caliva, B Al-Diri, A Hunter
Medical imaging 2018: image processing 10574, 379-387, 2018
272018
A machine learning based model for out of hospital cardiac arrest outcome classification and sensitivity analysis
S Harford, H Darabi, M Del Rios, S Majumdar, F Karim, TV Hoek, K Erwin, ...
Resuscitation 138, 134-140, 2019
222019
CTC variations through new WFST topologies
A Laptev, S Majumdar, B Ginsburg
arXiv preprint arXiv:2110.03098, 2021
192021
Fast conformer with linearly scalable attention for efficient speech recognition
D Rekesh, NR Koluguri, S Kriman, S Majumdar, V Noroozi, H Huang, ...
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
162023
Robust acoustic and semantic contextual biasing in neural transducers for speech recognition
X Fu, KM Sathyendra, A Gandhe, J Liu, GP Strimel, R McGowan, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
92023
Nvidia nemo offline speech translation systems for IWSLT 2022
O Hrinchuk, V Noroozi, A Khattar, A Peganov, S Subramanian, ...
Proceedings of the 19th International Conference on Spoken Language …, 2022
72022
Parallel quick sort using thread pool pattern
S Majumdar, I Jain, A Gawade
International Journal of Computer Applications 136 (7), 36-41, 2016
62016
Efficient sequence transduction by jointly predicting tokens and durations
H Xu, F Jia, S Majumdar, H Huang, S Watanabe, B Ginsburg
International Conference on Machine Learning, 38462-38484, 2023
42023
Damage control during domain adaptation for transducer based automatic speech recognition
S Majumdar, S Acharya, V Lavrukhin, B Ginsburg
2022 IEEE Spoken Language Technology Workshop (SLT), 130-135, 2023
42023
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