Somshubra Majumdar
- Llama-Nemotron: Efficient Reasoning Models
2025/05/02 by Akhiad Bercovich, Itay Levy, Bercovich, Akhiad +224 · 1 voice · 36 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- SPGISpeech: 5,000 hours of transcribed financial audio for fully\n formatted end-to-end speech recognition
2021/04/05 by Patrick O’Neill, O'Neill, Patrick K., Vitaly Lavrukhin +24 · 17 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis #electronic engineering #information engineering
- Multivariate LSTM-FCNs for time series classification
2019/08/01 by Fazle Karim, Somshubra Majumdar, Houshang Darabi +1 · 12 citations
- Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
2023/04/13 by Xu H, Fei Jia, Xu, Hainan +9 · 15 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
- Adversarial Attacks on Time Series
2019/02/27 by Fazle Karim, Somshubra Majumdar, Karim, Fazle +3 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection
2020/10/26 by Fei Jia, Jia, Fei, Somshubra Majumdar +3 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Investigating End-to-End ASR Architectures for Long Form Audio Transcription
2023/09/18 by Nithin Rao Koluguri, Koluguri, Nithin Rao, Samuel Kriman +13 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Stateful Conformer with Cache-based Inference for Streaming Automatic Speech Recognition
2023/12/27 by Vahid Noroozi, Noroozi, Vahid, Somshubra Majumdar +7 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs
2025/04/05 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Aleksander Ficek +11 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique
2025/07/11 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Somshubra Majumdar +15 · 8 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Testing and Debugging Techniques
- SWAN-GPT: An Efficient and Scalable Approach for Long-Context Language Modeling
2025/04/11 by Krishna C. Puvvada, Puvvada, Krishna C., Faisal Ladhak +19 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- Scoring Verifiers: Evaluating Synthetic Verification for Code and Reasoning
2025/02/19 by Aleksander Ficek, Somshubra Majumdar, Ficek, Aleksander +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #Software Engineering (cs.SE) #Software Engineering Research