Shi, Yangyang
- MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
2024/02/22 by Zechun Liu, Liu, Zechun, Changsheng Zhao +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
- 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
- Agent-as-a-Judge: Evaluate Agents with Agents
2024/10/14 by Zhuge, Mingchen, Zhao, Changsheng, Ashley, Dylan +10 · 48 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion
2021/04/05 by Duc Le, Le, Duc, Mahaveer Jain +21 · 11 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) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Llama Guard 3-1B-INT4: Compact and Efficient Safeguard for Human-AI Conversations
2024/11/18 by Igor Fedorov, Fedorov, Igor, Kate Plawiak +37 · 2 voices · 5 citations
#cs.DC #cs.AI
- TorchAudio: Building Blocks for Audio and Speech Processing
2021/10/28 by Yao-Yuan Yang, Moto Hira, Yang, Yao-Yuan +43 · 8 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- FoleyGen: Visually-Guided Audio Generation
2023/09/19 by Xinhao Mei, Varun Nagaraja, Mei, Xinhao +11 · 10 citations
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Generative Adversarial Networks and Image Synthesis
- Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
2020/10/21 by Yangyang Shi, Yongqiang Wang, Shi, Yangyang +13 · 6 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 #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch
2023/10/27 by Hwang, Jeff, Hira, Moto, Chen, Caroline +21 · 6 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching
2024/07/04 by Gaël Le Lan, Bowen Shi, Lan, Gael Le +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
- Scaling Parameter-Constrained Language Models with Quality Data
2024/10/04 by Chang, Ernie, Paltenghi, Matteo, Li, Yang +7 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text
2024/12/03 by Haohe Liu, Liu, Haohe, Gaël Le Lan +17 · 6 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications
2020/10/27 by Wang, Yongqiang, Shi, Yangyang, Zhang, Frank +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Sound (cs.SD)
- 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
- ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
2025/02/04 by Zechun Liu, Changsheng Zhao, Liu, Zechun +28 · 5 citations
Physics and Astronomy · Computer Science · #Particle Detector Development and Performance #Atomic and Subatomic Physics Research #Advanced Data Compression Techniques
- MonSter++: Unified Stereo Matching, Multi-view Stereo, and Real-time Stereo with Monodepth Priors
2025/01/15 by Junda Cheng, Cheng, Junda, Zhipeng Cai +18 · 5 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence
- Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition
2023/09/14 by Yang Li, Liangzhen Lai, Li, Yang +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
- Dissecting User-Perceived Latency of On-Device E2E Speech Recognition
2021/04/06 by Shangguan, Yuan, Prabhavalkar, Rohit, Su, Hang +8 · 1 citation
#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
- Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution
2021/10/07 by Shi, Yangyang, Wu, Chunyang, Wang, Dilin +9 · 1 citation
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #electronic engineering #information engineering
- LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting
2022/11/09 by Yang, Haichuan, Yang, Zhaojun, Wan, Li +10 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #electronic engineering #information engineering
- Improving Fast-slow Encoder based Transducer with Streaming Deliberation
2022/12/15 by Li, Ke, Mahadeokar, Jay, Guo, Jinxi +5 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- Binary and Ternary Natural Language Generation
2023/06/02 by Liu, Zechun, Oguz, Barlas, Pappu, Aasish +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DISGO: Automatic End-to-End Evaluation for Scene Text OCR
2023/08/25 by Hwang, Mei-Yuh, Shi, Yangyang, Ramchandani, Ankit +6 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Enhance audio generation controllability through representation similarity regularization
2023/09/15 by Shi, Yangyang, Lan, Gael Le, Nagaraja, Varun +6 · 1 citation
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- DepthLM: Metric Depth From Vision Language Models
2025/09/29 by Zhipeng Cai, Ching-Feng Yeh, Cai, Zhipeng +17 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- Speech ReaLLM -- Real-time Streaming Speech Recognition with Multimodal LLMs by Teaching the Flow of Time
2024/06/13 by Frank Seide, Seide, Frank, Morrie Doulaty +9 · 1 citation
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 #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
- Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions
2024/02/20 by Li, Yang, Shangguan, Yuan, Wang, Yuhao +5 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering