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Somshubra Majumdar

Observed name: Majumdar, Somshubra
ORCID: 0000-0001-5635-4893
Observed ORCID: 0000-0001-5635-4893
OpenAlex ID: A5027823948
LSTM Fully Convolutional Networks for Time Series Classification
2017 · Fazle Karim, Somshubra Majumdar, et al. · IEEE Access · 1,465
Multivariate LSTM-FCNs for time series classification
2019 · Fazle Karim, Somshubra Majumdar, et al. · Neural Networks · 1,131
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Insights Into LSTM Fully Convolutional Networks for Time Series Classification
2019 · Fazle Karim, Somshubra Majumdar, et al. · IEEE Access · 208
Microaneurysm detection using fully convolutional neural networks
2018 · Piotr Chudzik, Somshubra Majumdar, et al. · Computer Methods and Programs in Biomedicine · 197
Adversarial Attacks on Time Series
2020 · Fazle Karim, Somshubra Majumdar, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 116
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MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition
2020 · Somshubra Majumdar, Boris Ginsburg · Interspeech (USB) · 98
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Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition
2023 · Dima Rekesh, Nithin Rao Koluguri, et al. · IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) · 92
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MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection
2021 · Fei Jia, Somshubra Majumdar, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 55
Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition
2021 · Majumdar, Somshubra, Balam, Jagadeesh, et al. · arXiv (Cornell University) · 41
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SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition
2021 · Patrick K. O’Neill, Vitaly Lavrukhin, et al. · Interspeech (USB) · 36
Exudate segmentation using fully convolutional neural networks and inception modules
2018 · Piotr Chudzik, Somshubra Majumdar, et al. · SPIE Medical Imaging: Image Processing · 36
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine
2018 · Maryam Pishgar, Fazle Karim, et al. · IEEE International Conference on Big Data (BigData) · 35
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A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis
2019 · Samuel Harford, Houshang Darabi, et al. · Resuscitation · 34
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data
2024 · Krishna C. Puvvada, Piotr Żelasko, et al. · Interspeech (USB) · 32
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Microaneurysm detection using deep learning and interleaved freezing
2018 · Piotr Chudzik, Somshubra Majumdar, et al. · SPIE Medical Imaging: Image Processing · 28
CTC Variations Through New WFST Topologies
2022 · Aleksandr Laptev, Somshubra Majumdar, et al. · Interspeech (USB) · 13
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Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition
2024 · Vahid Noroozi, Somshubra Majumdar, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 12
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SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition
2021 · O'Neill, Patrick K., Lavrukhin, Vitaly, et al. · arXiv (Cornell University) · 8
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Nemotron-4 340B Technical Report
2024 · Nvidia, :, et al. · arXiv (Cornell University) · 7
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Investigating End-to-End ASR Architectures for Long Form Audio Transcription
2024 · Nithin Rao Koluguri, Samuel Kriman, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022
2022 · Oleksii Hrinchuk, Vahid Noroozi, et al. · International Conference on Spoken Language Translation (IWSLT) · 7
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Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
2023 · Xu, Hainan, Jia, Fei, et al. · arXiv (Cornell University) · 6
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Improving Noise Robustness of an End-to-End Neural Model for Automatic Speech Recognition
2020 · Balam, Jagadeesh, Huang, Jocelyn, et al. · arXiv (Cornell University) · 6
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MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection
2020 · Jia, Fei, Majumdar, Somshubra, et al. · arXiv (Cornell University) · 5
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Multi-Blank Transducers for Speech Recognition
2023 · Hainan Xu, Fei Jia, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
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Works count: 62
Citation count: 3,702
H-index: 15
I10-index: 17
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