Search Results for author: Ting Zhu

Found 13 papers, 0 papers with code

Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform

no code implementations30 Dec 2023 Ting Zhu, Shufei Duan, Camille Dingam, HuiZhi Liang, Wei zhang

This algorithm effectively addresses the challenges of the imbalanced dataset and non-linearity in dysarthric speech and simultaneously provides a robust representation of the local pathological features of the vocal folds and tracts.

imbalanced classification

Beyond the Frame: Single and mutilple video summarization method with user-defined length

no code implementations23 Dec 2023 Vahid Ahmadi Kalkhorani, Qingquan Zhang, Guanqun Song, Ting Zhu

A single or multiple videos can be summarized into a relatively short video using various of techniques from multimodal audio-visual techniques, to natural language processing approaches.

Video Summarization

Data Classification With Multiprocessing

no code implementations23 Dec 2023 Anuja Dixit, Shreya Byreddy, Guanqun Song, Ting Zhu

This paper proposes another way where the algorithm is parallelly trained with different hyperparameters to reduce the execution time.

Classification

Design, construction and evaluation of emotional multimodal pathological speech database

no code implementations14 Dec 2023 Ting Zhu, Shufei Duan, HuiZhi Liang, Wei zhang

The automatic recognition tested on speech and glottal data, with average accuracy of 78% for controls and 60% for patients in audio, while 51% for controls and 38% for patients in glottal data, indicating an influence of the disease on emotional expression.

Heterogeneous Computing Systems

no code implementations29 Dec 2022 Dimple P. Khatri, Guanqun Song, Ting Zhu

This survey of heterogeneous computing systems will help in analyzing the technological trends that will be at the basis of heterogeneous computing systems, highlighting the major opportunities and challenges such technologies will bring with them.

Efficient Semantic Segmentation on Edge Devices

no code implementations28 Dec 2022 Farshad Safavi, Irfan Ali, Venkatesh Dasari, Guanqun Song, Ting Zhu, Maryam Rahnemoonfar

Semantic segmentation works on the computer vision algorithm for assigning each pixel of an image into a class.

Real-Time Semantic Segmentation Segmentation

Computer Vision Based Parking Optimization System

no code implementations1 Jan 2022 Siddharth Chandrasekaran, Jeffrey Matthew Reginald, Wei Wang, Ting Zhu

One of these problems is the occupancy detection of the parking slots in a distributed parking ecosystem.

Chatbot for fitness management using IBM Watson

no code implementations30 Dec 2021 Sai Rugved Lola, Rahul Dhadvai, Wei Wang, Ting Zhu

Chatbots have revolutionized the way humans interact with computer systems and they have substituted the use of service agents, call-center representatives etc.

Chatbot Cloud Computing +2

Machine Learning and Artificial Intelligence in Next-Generation Wireless Network

no code implementations30 Dec 2021 Wafeeq Iqbal, Wei Wang, Ting Zhu

The limited capability of the traditional tools will not allow the network providers to fulfill the demands of the network's subscribers in the future.

BIG-bench Machine Learning

Benchmarking Machine Learning: How Fast Can Your Algorithms Go?

no code implementations8 Jan 2021 Zeyu Ning, Hugues Nelson Iradukunda, Qingquan Zhang, Ting Zhu

This paper is focused on evaluating the effect of some different techniques in machine learning speed-up, including vector caches, parallel execution, and so on.

Benchmarking BIG-bench Machine Learning

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