Somshubra Majumdar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Speech Recognition

Convolutional Neural Networks

Top Venues

Medical Imaging: Image Processing

Publications

Krishna C. Puvvada, Piotr Zelasko, He Huang, Oleksii Hrinchuk, Nithin Rao Koluguri, Kunal Dhawan, Somshubra Majumdar, Elena Rastorgueva, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Boris Ginsburg
Less is More: Accurate Speech Recognition & Translation without Web-Scale Data. CoRR (2024)
Somshubra Majumdar, Vahid Noroozi, Sean Narenthiran, Aleksander Ficek, Jagadeesh Balam, Boris Ginsburg
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models. CoRR (2024)
Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Stateful Conformer with Cache-Based Inference for Streaming Automatic Speech Recognition. ICASSP (2024)
Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
Investigating End-to-End ASR Architectures for Long Form Audio Transcription. ICASSP (2024)
Bo Adler, Niket Agarwal, Ashwath Aithal, Dong H. Anh, Pallab Bhattacharya, Annika Brundyn, Jared Casper, Bryan Catanzaro, Sharon Clay, Jonathan M. Cohen, Sirshak Das, Ayush Dattagupta, Olivier Delalleau, Leon Derczynski, Yi Dong, Daniel Egert, Ellie Evans, Aleksander Ficek, Denys Fridman, Shaona Ghosh, Boris Ginsburg, Igor Gitman, Tomasz Grzegorzek, Robert Hero, Jining Huang, Vibhu Jawa, Joseph Jennings, Aastha Jhunjhunwala, John Kamalu, Sadaf Khan, Oleksii Kuchaiev, Patrick LeGresley, Hui Li, Jiwei Liu, Zihan Liu, Eileen Long, Ameya Sunil Mahabaleshwarkar, Somshubra Majumdar, James Maki, Miguel Martinez, Maer Rodrigues de Melo, Ivan Moshkov, Deepak Narayanan, Sean Narenthiran, Jesus Navarro, Phong Nguyen, Osvald Nitski, Vahid Noroozi, Guruprasad Nutheti, Christopher Parisien, Jupinder Parmar, Mostofa Patwary, Krzysztof Pawelec, Wei Ping, Shrimai Prabhumoye, Rajarshi Roy, Trisha Saar, Vasanth Rao Naik Sabavat, Sanjeev Satheesh, Jane Polak Scowcroft, Jason Sewall, Pavel Shamis, Gerald Shen, Mohammad Shoeybi, Dave Sizer, Misha Smelyanskiy, Felipe Soares, Makesh Narsimhan Sreedhar, Dan Su, Sandeep Subramanian, Shengyang Sun, Shubham Toshniwal, Hao Wang, Zhilin Wang, Jiaxuan You, Jiaqi Zeng, Jimmy Zhang, Jing Zhang, Vivienne Zhang, Yian Zhang, Chen Zhu
Nemotron-4 340B Technical Report. CoRR (2024)
Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models. CoRR (2024)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. ICML (2023)
Dima Rekesh, Nithin Rao Koluguri, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Krishna C. Puvvada, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Fast Conformer With Linearly Scalable Attention For Efficient Speech Recognition. ASRU (2023)
Vahid Noroozi, Somshubra Majumdar, Ankur Kumar, Jagadeesh Balam, Boris Ginsburg
Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition. CoRR (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Efficient Sequence Transduction by Jointly Predicting Tokens and Durations. CoRR (2023)
Nithin Rao Koluguri, Samuel Kriman, Georgy Zelenfroind, Somshubra Majumdar, Dima Rekesh, Vahid Noroozi, Jagadeesh Balam, Boris Ginsburg
Investigating End-to-End ASR Architectures for Long Form Audio Transcription. CoRR (2023)
Dima Rekesh, Samuel Kriman, Somshubra Majumdar, Vahid Noroozi, He Huang, Oleksii Hrinchuk, Ankur Kumar, Boris Ginsburg
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition. CoRR (2023)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-Blank Transducers for Speech Recognition. ICASSP (2023)
Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
CTC Variations Through New WFST Topologies. INTERSPEECH (2022)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. SLT (2022)
Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg
Multi-blank Transducers for Speech Recognition. CoRR (2022)
Oleksii Hrinchuk, Vahid Noroozi, Ashwinkumar Ganesan, Sarah Campbell, Sandeep Subramanian, Somshubra Majumdar, Oleksii Kuchaiev
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022. IWSLT@ACL (2022)
Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg
Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition. CoRR (2022)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Adversarial Attacks on Time Series. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
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
SPGISpeech: 5, 000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition. Interspeech (2021)
Fei Jia, Somshubra Majumdar, Boris Ginsburg
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. ICASSP (2021)
Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg
CTC Variations Through New WFST Topologies. CoRR (2021)
Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg
CarneliNet: Neural Mixture Model for Automatic Speech Recognition. CoRR (2021)
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
SPGISpeech: 5, 000 hours of transcribed financial audio for fully formatted end-to-end speech recognition. CoRR (2021)
Fei Jia, Somshubra Majumdar, Boris Ginsburg
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection. CoRR (2020)
Somshubra Majumdar, Boris Ginsburg
MatchboxNet: 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition. INTERSPEECH (2020)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Insights into LSTM Fully Convolutional Networks for Time Series Classification. CoRR (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Adversarial Attacks on Time Series. CoRR (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for time series classification. Neural Networks 116 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi
Insights Into LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 7 (2019)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Samuel Harford
Multivariate LSTM-FCNs for Time Series Classification. CoRR (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Exudate segmentation using fully convolutional neural networks and inception modules. Medical Imaging: Image Processing (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using deep learning and interleaved freezing. Medical Imaging: Image Processing (2018)
Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. IEEE BigData (2018)
Maryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi
Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. CoRR (2018)
Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter
Microaneurysm detection using fully convolutional neural networks. Comput. Methods Programs Biomed. 158 (2018)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
LSTM Fully Convolutional Networks for Time Series Classification. IEEE Access 6 (2018)
Somshubra Majumdar, Amlaan Bhoi, Ganesh Jagadeesan
A Comprehensive Comparison between Neural Style Transfer and Universal Style Transfer. CoRR (2018)
Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen
LSTM Fully Convolutional Networks for Time Series Classification. CoRR (2017)