Ernie Chang
- MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
2024/02/22 by Zechun Liu, Changsheng Zhao, Liu, Zechun +21 · 3 voices · 42 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 136 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Neural Computers
2026/04/07 by Mingchen Zhuge, Changsheng Zhao, Haozhe Liu +16 · 11 voices
#cs.LG #cs.AI
- LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
2023/05/29 by Zechun Liu, Barlas Oğuz, Liu, Zechun +15 · 32 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- FoleyGen: Visually-Guided Audio Generation
2023/09/19 by Xinhao Mei, Mei, Xinhao, Varun Nagaraja +11 · 10 citations
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Generative Adversarial Networks and Image Synthesis
- High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching
2024/07/04 by Gaël Le Lan, Lan, Gael Le, Bowen Shi +21 · 7 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Revisiting Sample Size Determination in Natural Language Understanding
2023/07/01 by Ernie Chang, Chang, Ernie, Muhammad H. Rashid +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition
2023/09/14 by Yang Li, Li, Yang, Liangzhen Lai +12 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Time-Aware Ancient Chinese Text Translation and Inference
2021/07/07 by Ernie Chang, Yow-Ting Shiue, Chang, Ernie +5 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Navigating the Minefield of MT Beam Search in Cascaded Streaming Speech Translation
2024/06/26 by Rastislav Rabatin, Frank Seide, Rabatin, Rastislav +3 · 1 citation
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
- MobileLLM-Pro Technical Report
2025/11/10 by Patrick Huber, Ernie Chang, Huber, Patrick +34 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Green IT and Sustainability #IoT and Edge/Fog Computing