Daniel Korzekwa

1. LLM Pruning and Distillation in Practice: The Minitron Approach
   2024/08/21 by Sharath Turuvekere Sreenivas, Saurav Muralidharan, Sreenivas, Sharath Turuvekere +41 · 3 voices · 32 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Extraction and Separation Processes #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding #cs.AI #cs.CL #cs.LG
2. Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
   2025/04/04 by Nvidia Nvidia, NVIDIA, : +289 · 37 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
3. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
   2025/08/20 by NVIDIA, Aarti Basant, : +305 · 27 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
4. Weakly-supervised word-level pronunciation error detection in non-native\n English speech
   2021/06/07 by Daniel Korzekwa, Jaime Lorenzo-Trueba, Korzekwa, Daniel +7 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
5. Interpretable Deep Learning Model for the Detection and Reconstruction\n of Dysarthric Speech
   2019/07/10 by Daniel Korzekwa, Roberto Barra-Chicote, Korzekwa, Daniel +7 · 1 citation
   Computer Science · Medicine · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Phonetics and Phonology Research #Sound (cs.SD) #Speech Recognition and Synthesis #Voice and Speech Disorders #electronic engineering #information engineering
6. Mispronunciation Detection in Non-native (L2) English with Uncertainty\n Modeling
   2021/01/16 by Daniel Korzekwa, Jaime Lorenzo-Trueba, Korzekwa, Daniel +9 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
7. Minitron-SSM: Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
   2025/04/15 by Ali Taghibakhshi, Taghibakhshi, Ali, Sharath Turuvekere Sreenivas +33 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
8. Non-Autoregressive TTS with Explicit Duration Modelling for Low-Resource\n Highly Expressive Speech
   2021/06/24 by Raahil Shah, Shah, Raahil, Kamil Pokora +13 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling