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Lavrukhin, Vitaly

  1. NeMo: a toolkit for building AI applications using Neural Modules
    2019/09/14 by Oleksii Kuchaiev, Jason Li, Kuchaiev, Oleksii +25 · 43 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  2. SPGISpeech: 5,000 hours of transcribed financial audio for fully\n formatted end-to-end speech recognition
    2021/04/05 by Patrick O’Neill, Vitaly Lavrukhin, O'Neill, Patrick K. +24 · 22 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
  3. Hi-Fi Multi-Speaker English TTS Dataset
    2021/04/03 by Evelina Bakhturina, Bakhturina, Evelina, Vitaly Lavrukhin +5 · 15 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  4. LibriSpeech-PC: Benchmark for Evaluation of Punctuation and Capitalization Capabilities of end-to-end ASR Models
    2023/10/04 by A. Meister, Matvey Novikov, Meister, Aleksandr +9 · 16 citations
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Speech and dialogue systems
  5. QuartzNet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions
    2019/10/22 by Kriman, Samuel, Beliaev, Stanislav, Ginsburg, Boris +6 · 6 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  6. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq
    2018/05/25 by Oleksii Kuchaiev, Boris Ginsburg, Kuchaiev, Oleksii +13 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  7. Chain-of-Thought Prompting for Speech Translation
    2024/09/17 by Ke Hu, Hu, Ke, Zhehuai Chen +13 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  8. A Chat About Boring Problems: Studying GPT-based text normalization
    2023/09/23 by Yang Zhang, Travis Bartley, Zhang, Yang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, Aarti Basant, : +305 · 24 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
  10. SpeakerNet: 1D Depth-wise Separable Convolutional Network for Text-Independent Speaker Recognition and Verification
    2020/10/23 by Koluguri, Nithin Rao, Li, Jason, Lavrukhin, Vitaly +1 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  11. Training and Inference Efficiency of Encoder-Decoder Speech Models
    2025/03/07 by Żelasko, Piotr, Dhawan, Kunal, Galvez, Daniel +7 · 6 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  12. NVIDIA Nemotron 3: Efficient and Open Intelligence
    2025/12/24 by NVIDIA, :, Aaron Blakeman +453 · 5 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
  13. Granary: Speech Recognition and Translation Dataset in 25 European Languages
    2025/05/19 by Koluguri, Nithin Rao, Sekoyan, Monica, Zelenfroynd, George +12 · 6 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  14. Jasper: An End-to-End Convolutional Neural Acoustic Model
    2019/04/05 by Jason Li, Li, Jason, Vitaly Lavrukhin +13 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  15. Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition
    2021/04/05 by Majumdar, Somshubra, Balam, Jagadeesh, Hrinchuk, Oleksii +3 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  16. A Toolbox for Construction and Analysis of Speech Datasets
    2021/04/11 by Evelina Bakhturina, Bakhturina, Evelina, Vitaly Lavrukhin +3 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Music and Audio Processing
  17. 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
  18. Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks
    2019/05/27 by Boris Ginsburg, Patrice Castonguay, Ginsburg, Boris +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  19. EMMeTT: Efficient Multimodal Machine Translation Training
    2024/09/20 by Piotr Żelasko, Zhehuai Chen, Żelasko, Piotr +17 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  20. NGPU-LM: GPU-Accelerated N-Gram Language Model for Context-Biasing in Greedy ASR Decoding
    2025/05/28 by Vladimir Bataev, Bataev, Vladimir, Andrei Andrusenko +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering