Somshubra Majumdar

According to our database, Somshubra Majumdar authored at least 38 papers between 2018 and 2026.

Collaborative distances:

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

2026

From SWE-ZERO to SWE-HERO: Execution-free to Execution-based Fine-tuning for Software Engineering Agents.

Nikolai Ludwig, Wasi Uddin Ahmad, Somshubra Majumdar, Boris Ginsburg

CoRR, April, 2026

Learning Generative Selection for Best-of-N.

Shubham Toshniwal, Aleksander Ficek, Siddhartha Jain, Wei Du, Vahid Noroozi, Sadegh Mahdavi, Somshubra Majumdar, Igor Gitman

CoRR, February, 2026

Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight Models.

Mehrzad Samadi, Aleksander Ficek, Sean Narenthiran, Siddhartha Jain, Wasi Uddin Ahmad, Somshubra Majumdar, Vahid Noroozi, Boris Ginsburg

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation.

Vaibhav Srivastav, Steven Zheng, Eric Bezzam, Eustache Le Bihan, Nithin Rao Koluguri, Piotr Zelasko, Somshubra Majumdar, Adel Moumen, Sanchit Gandhi

CoRR, October, 2025

OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique.

Wasi Uddin Ahmad, Somshubra Majumdar, Aleksander Ficek, Sean Narenthiran, Mehrzad Samadi, Jocelyn Huang, Siddhartha Jain, Vahid Noroozi, Boris Ginsburg

CoRR, July, 2025

From Output to Evaluation: Does Raw Instruction-Tuned Code LLMs Output Suffice for Fill-in-the-Middle Code Generation?

Wasi Uddin Ahmad, Somshubra Majumdar, Boris Ginsburg

CoRR, May, 2025

SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling.

Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serrano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg

CoRR, April, 2025

OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs.

Wasi Uddin Ahmad, Aleksander Ficek, Mehrzad Samadi, Jocelyn Huang, Vahid Noroozi, Somshubra Majumdar, Boris Ginsburg

CoRR, April, 2025

OpenCodeReasoning: Advancing Data Distillation for Competitive Coding.

Wasi Uddin Ahmad, Sean Narenthiran, Somshubra Majumdar, Aleksander Ficek, Siddhartha Jain, Jocelyn Huang, Vahid Noroozi, Boris Ginsburg

CoRR, April, 2025

Scoring Verifiers: Evaluating Synthetic Verification in Code and Reasoning.

Aleksander Ficek, Somshubra Majumdar, Vahid Noroozi, Boris Ginsburg

CoRR, February, 2025

SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling.

Krishna C. Puvvada, Faisal Ladhak, Santiago Akle Serano, Cheng-Ping Hsieh, Shantanu Acharya, Somshubra Majumdar, Fei Jia, Samuel Kriman, Simeng Sun, Dima Rekesh, Boris Ginsburg

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models.

Somshubra Majumdar, Vahid Noroozi, Mehrzad Samadi, Sean Narenthiran, Aleksander Ficek, Wasi Uddin Ahmad, Jocelyn Huang, Jagadeesh Balam, Boris Ginsburg

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

2024

Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models.

Somshubra Majumdar, Vahid Noroozi, Sean Narenthiran, Aleksander Ficek, Jagadeesh Balam, Boris Ginsburg

CoRR, 2024

Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR.

Weiqing Wang, Kunal Dhawan, Taejin Park, Krishna C. Puvvada, Ivan Medennikov, Somshubra Majumdar, He Huang, Jagadeesh Balam, Boris Ginsburg

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

Less is More: Accurate Speech Recognition & Translation without Web-Scale Data.

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

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Instruction Data Generation and Unsupervised Adaptation for Speech Language Models.

Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang, Jagadeesh Balam, Boris Ginsburg

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

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

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

Proceedings of the IEEE International Conference on Acoustics, 2024

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

Proceedings of the IEEE International Conference on Acoustics, 2024

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 23rd Annual Conference of the International Speech Communication Association, 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 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 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 21st Annual Conference of the International Speech Communication Association, 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