Somshubra Majumdar

According to our database, Somshubra Majumdar authored at least 22 papers between 2018 and 2023.

Collaborative distances:

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

2023

Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition.

Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg

CoRR, 2023

Investigating End-to-End ASR Architectures for Long Form Audio Transcription.

Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg

CoRR, 2023

Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition.

Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg

CoRR, 2023

Efficient Sequence Transduction by Jointly Predicting Tokens and Durations.

Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg

Proceedings of the International Conference on Machine Learning, 2023

Multi-Blank Transducers for Speech Recognition.

Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg

Proceedings of the IEEE International Conference on Acoustics, 2023

Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition.

Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition.

Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022.

Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

CTC Variations Through New WFST Topologies.

Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg

Proceedings of the Interspeech 2022, 2022

2021

Adversarial Attacks on Time Series.

Fazle Karim, Somshubra Majumdar, Houshang Darabi

IEEE Trans. Pattern Anal. Mach. Intell., 2021

CarneliNet: Neural Mixture Model for Automatic Speech Recognition.

Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg

CoRR, 2021

SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition.

Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection.

Fei Jia, Somshubra Majumdar, Boris Ginsburg

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition.

Somshubra Majumdar, Boris Ginsburg

Proceedings of the Interspeech 2020, 2020

2019

Multivariate LSTM-FCNs for time series classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford

Neural Networks, 2019

Insights Into LSTM Fully Convolutional Networks for Time Series Classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi

IEEE Access, 2019

2018

A Comprehensive Comparison between Neural Style Transfer and Universal Style Transfer.

Somshubra Majumdar, Amlaan Bhoi, Ganesh Jagadeesan

CoRR, 2018

Microaneurysm detection using fully convolutional neural networks.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Comput. Methods Programs Biomed., 2018

LSTM Fully Convolutional Networks for Time Series Classification.

Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen

IEEE Access, 2018

Exudate segmentation using fully convolutional neural networks and inception modules.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Microaneurysm detection using deep learning and interleaved freezing.

Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine.

Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018