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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
18172017
Multivariate LSTM-FCNs for time series classification
F Karim, S Majumdar, H Darabi, S Harford
Neural networks 116, 237-245, 2019
13252019
Insights into LSTM fully convolutional networks for time series classification
F Karim, S Majumdar, H Darabi
Ieee Access 7, 67718-67725, 2019
2452019
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
2322018
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
1772023
Nemotron-4 340b technical report
B Adler, N Agarwal, A Aithal, DH Anh, P Bhattacharya, A Brundyn, ...
arXiv preprint arXiv:2406.11704, 2024
1622024
Adversarial attacks on time series
F Karim, S Majumdar, H Darabi
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3309 …, 2020
1622020
Matchboxnet: 1d time-channel separable convolutional neural network architecture for speech commands recognition
S Majumdar, B Ginsburg
arXiv preprint arXiv:2004.08531, 2020
1172020
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
812021
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
812021
Less is more: Accurate speech recognition & translation without web-scale data
KC Puvvada, P Żelasko, H Huang, O Hrinchuk, NR Koluguri, K Dhawan, ...
arXiv preprint arXiv:2406.19674, 2024
772024
Llama-nemotron: Efficient reasoning models
A Bercovich, I Levy, I Golan, M Dabbah, R El-Yaniv, O Puny, I Galil, ...
arXiv preprint arXiv:2505.00949, 2025
612025
Opencodereasoning: Advancing data distillation for competitive coding
WU Ahmad, S Narenthiran, S Majumdar, A Ficek, S Jain, J Huang, ...
arXiv preprint arXiv:2504.01943, 2025
582025
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
482018
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
482018
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
462023
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, T Vanden Hoek, ...
Resuscitation 138, 134-140, 2019
362019
Nemotron-h: A family of accurate and efficient hybrid mamba-transformer models
A Blakeman, A Basant, A Khattar, A Renduchintala, A Bercovich, A Ficek, ...
arXiv preprint arXiv:2504.03624, 2025
332025
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
322018
Stateful conformer with cache-based inference for streaming automatic speech recognition
V Noroozi, S Majumdar, A Kumar, J Balam, B Ginsburg
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
312024
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