8 citations · 9 across the 4 of their papers we have counts for
4 papers
Strategies for Optimizing End-to-End Artificial Intelligence Pipelines on Intel Xeon Processors
Meena Arunachalam, Vrushabh Sanghavi, Yi A Yao +6
End-to-end (E2E) artificial intelligence (AI) pipelines are composed of several stages including data preprocessing, data ingestion, defining and training the model, hyperparameter…
Extremely Low Footprint End-to-End ASR System for Smart Device
Zhifu Gao, Yiwu Yao, Shiliang Zhang +3
Recently, end-to-end (E2E) speech recognition has become popular, since it can integrate the acoustic, pronunciation and language models into a single neural network, which outperf…
INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices
Yiwu Yao, Yuchao Li, Chengyu Wang +8
The intensive computation of Automatic Speech Recognition (ASR) models obstructs them from being deployed on mobile devices. In this paper, we present a novel quantized Winograd op…
Creating Lightweight Object Detectors with Model Compression for Deployment on Edge Devices
Yiwu Yao, Weiqiang Yang, Haoqi Zhu
To achieve lightweight object detectors for deployment on the edge devices, an effective model compression pipeline is proposed in this paper. The compression pipeline consists of…