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Tatiana Likhomanenko

  1. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised\n Pre-Training
    2021/04/02 by Wei-Ning Hsu, Hsu, Wei-Ning, Anuroop Sriram +19 · 12 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  2. Theory, Analysis, and Best Practices for Sigmoid Self-Attention
    2024/09/06 by Jason Ramapuram, Federico Danieli, Ramapuram, Jason +20 · 1 voice · 16 citations
    Psychology · #Identity, Memory, and Therapy
  3. Iterative Pseudo-Labeling for Speech Recognition
    2020/05/19 by Qiantong Xu, Tatiana Likhomanenko, Xu, Qiantong +9 · 11 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  4. CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings
    2021/06/06 by Tatiana Likhomanenko, Qiantong Xu, Likhomanenko, Tatiana +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Flashlight: Enabling Innovation in Tools for Machine Learning
    2022/01/29 by Jacob Kahn, Vineel Pratap, Kahn, Jacob +25 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
  6. VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON
    2023/06/13 by Haoping Bai, Bai, Haoping, Shancong Mou +15 · 5 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
  7. Position Prediction as an Effective Pretraining Strategy
    2022/07/15 by Shuangfei Zhai, Navdeep Jaitly, Zhai, Shuangfei +17 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Sound (cs.SD) #electronic engineering #information engineering
  8. Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
    2024/02/01 by Zakaria Aldeneh, Aldeneh, Zakaria, Takuya Higuchi +15 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  9. Kaizen: Continuously improving teacher using Exponential Moving Average\n for semi-supervised speech recognition
    2021/06/14 by Vimal Manohar, Manohar, Vimal, Tatiana Likhomanenko +13 · 2 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
  10. Pseudo-Labeling for Massively Multilingual Speech Recognition
    2021/10/30 by Loren Lugosch, Lugosch, Loren, Tatiana Likhomanenko +5 · 2 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 #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  11. Continuous Pseudo-Labeling from the Start
    2022/10/17 by Dan Berrebbi, Berrebbi, Dan, Ronan Collobert +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems
  12. How to Scale Your EMA
    2023/07/25 by Dan Busbridge, Busbridge, Dan, Jason Ramapuram +11 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  13. Continuous Soft Pseudo-Labeling in ASR
    2022/11/11 by Tatiana Likhomanenko, Likhomanenko, Tatiana, Ronan Collobert +5 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  14. Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR
    2023/09/22 by Sheikh Shams Azam, Azam, Sheikh Shams, Tatiana Likhomanenko +5 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  15. AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition
    2023/09/29 by Andrew Rouditchenko, Ronan Collobert, Rouditchenko, Andrew +3 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering