Hannun, Awni
- Deep Speech: Scaling up end-to-end speech recognition
2014/12/17 by Awni Hannun, Carl Case, Hannun, Awni +19 · 4 voices · 20 citations
#cs.CL #cs.LG #cs.NE
- Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
2015/12/08 by Dario Amodei, Amodei, Dario, Rishita Anubhai +66 · 1 voice · 88 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- Certified Data Removal from Machine Learning Models
2019/11/08 by Chuan Guo, Tom Goldstein, Guo, Chuan +5 · 79 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
- CrypTen: Secure Multi-Party Computation Meets Machine Learning
2021/09/02 by Brian Knott, Knott, Brian, Shobha Venkataraman +9 · 23 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Gradient Matching for Domain Generalization
2021/04/20 by Yuge Shi, Jeffrey Seely, Shi, Yuge +10 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Iterative Pseudo-Labeling for Speech Recognition
2020/05/19 by Qiantong Xu, Xu, Qiantong, Tatiana Likhomanenko +9 · 8 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning
2018/11/12 by Voisin, Maxime, Shen, Yichen, Aliamiri, Alireza +3 · 4 citations
#FOS: Physical sciences #Medical Physics (physics.med-ph)
- Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
2019/04/04 by Hannun, Awni, Lee, Ann, Xu, Qiantong +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters
2020/07/06 by Pratap, Vineel, Sriram, Anuroop, Tomasello, Paden +4 · 4 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- 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)
- Measuring Data Leakage in Machine-Learning Models with Fisher Information
2021/02/23 by Awni Hannun, Hannun, Awni, Chuan Guo +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Privacy-Preserving Multi-Party Contextual Bandits
2019/10/11 by Awni Hannun, Brian Knott, Hannun, Awni +5 · 3 citations
Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Advanced Bandit Algorithms Research #Mobile Crowdsensing and Crowdsourcing
- Semi-Supervised Speech Recognition via Local Prior Matching
2020/02/24 by Wei-Ning Hsu, Hsu, Wei-Ning, Ann Lee +5 · 3 citations
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 #Natural Language Processing Techniques #Speech Recognition and Synthesis #electronic engineering #information engineering
- The Trade-Offs of Private Prediction
2020/07/09 by Laurens van der Maaten, Awni Hannun, van der Maaten, Laurens +1 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
- Star Temporal Classification: Sequence Classification with Partially Labeled Data
2022/01/28 by Pratap, Vineel, Hannun, Awni, Synnaeve, Gabriel +1 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- Adaptive Training Distributions with Scalable Online Bilevel Optimization
2023/11/20 by David Grangier, Grangier, David, Pierre Ablin +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Transfer Learning for Structured Pruning under Limited Task Data
2023/11/10 by Lucio M. Dery, David Grangier, Dery, Lucio +3 · 1 citation
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
- Need a Small Specialized Language Model? Plan Early!
2024/02/02 by David Grangier, Grangier, David, Angelos Katharopoulos +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling