“I had the pleasure of working with Vinay on a complex Computer Vision project at the University of East London. Vinay's expertise in Machine Learning was extraordinary and greatly contributed to the project's success. His skills in speech and emotional intelligence were not only impressive but also crucial for our work. He was an efficient and collaborative team player, creating a positive and productive environment. As a mentor, Vinay's guidance was invaluable in making complex concepts accessible to the team. His dedication to the project's success and the team's development was truly remarkable. I am confident that his skills and work ethic will make him an asset in any endeavor.”
About
I am a natural leader with demonstrated problem-solving abilities, holding master's…
Activity
-
I’m happy to share that I’ve obtained a new certification: Navigating 6G - The Future of Wireless Connectivity from Udemy!
I’m happy to share that I’ve obtained a new certification: Navigating 6G - The Future of Wireless Connectivity from Udemy!
Posted by VINAY YADAV
-
Completed the course and gain the knowledge of upcoming tech world.
Completed the course and gain the knowledge of upcoming tech world.
Shared by VINAY YADAV
-
Pyaar Ka Punchnama boy #Kartik Aaryan visited Docklands campus yesterday
Pyaar Ka Punchnama boy #Kartik Aaryan visited Docklands campus yesterday
Liked by VINAY YADAV
Experience
-
Dogvatar
-
-
-
-
-
-
Education
-
University of East London
-
Enabled the knowledge and practice extracting information from data and carried out a solution as convenient application based on machine learning algorithms.
-
-
Activities and Societies: 5G Technology evaluation program, Smart Cities development program, IEEE Member, ISTE Member
-
-
Activities and Societies: IEEE student member, AAVISKAAR-2010, EMINENCE-2010,
Licenses & Certifications
Publications
-
An artificial intelligence approach to predicting personality types in dogs
Nature Journal
Canine personality and behavioural characteristics have a significant influence on relationships between domestic dogs and humans as well as determining the suitability of dogs for specific working roles. As a result, many researchers have attempted to develop reliable personality assessment tools for dogs. Most previous work has analysed dogs’ behavioural patterns collected via questionnaires using traditional statistical analytic approaches. Artificial Intelligence has been widely and…
Canine personality and behavioural characteristics have a significant influence on relationships between domestic dogs and humans as well as determining the suitability of dogs for specific working roles. As a result, many researchers have attempted to develop reliable personality assessment tools for dogs. Most previous work has analysed dogs’ behavioural patterns collected via questionnaires using traditional statistical analytic approaches. Artificial Intelligence has been widely and successfully used for predicting human personality types. However, similar approaches have not been applied to data on canine personality. In this research, machine learning techniques were applied to the classification of canine personality types using behavioural data derived from the C-BARQ project. As the dataset was not labelled, in the first step, an unsupervised learning approach was adopted and K-Means algorithm was used to perform clustering and labelling of the data. Five distinct categories of dogs emerged from the K-Means clustering analysis of behavioural data, corresponding to five different personality types. Feature importance analysis was then conducted to identify the relative importance of each behavioural variable’s contribution to each cluster and descriptive labels were generated for each of the personality traits based on these associations. The five personality types identified in this paper were labelled: “Excitable/Hyperattached”, “Anxious/Fearful”, “Aloof/Predatory”, “Reactive/Assertive”, and “Calm/Agreeable”. multiple ML models has been implemented and through CV method results has been demonstrated that decision tree is performing well with 99% accuracy.The novel AI-based methodology in this research may be useful in the future to enhance the selection and training of dogs for specific working and non-working roles.
-
Design and analysis of noise suppression techniques for speech signal
journal of applied science and computation (JASC)
Aim of noise suppression techniques is to get enhanced speech from noisy speech signal.
There are ample of applications of Noise removal algorithms like speaker recognition, voice
identification, voice communication, and voice compression and in the digital gadgets. Various noise
suppression techniques were analyzed for different kind of noise. Different speech enhancement
algorithms like spectral subtraction, wiener filtering, and statistical estimation based methods…Aim of noise suppression techniques is to get enhanced speech from noisy speech signal.
There are ample of applications of Noise removal algorithms like speaker recognition, voice
identification, voice communication, and voice compression and in the digital gadgets. Various noise
suppression techniques were analyzed for different kind of noise. Different speech enhancement
algorithms like spectral subtraction, wiener filtering, and statistical estimation based methods were
implemented successfully on noisy speech. Total eight different kind of noisy environment were used
for analysis of noise suppression algorithm. Quality of noise removal technique has been evaluated
by various quality measurements as Perceptual Evaluation of Speech Quality (PESQ), Signal to
Noise Ratio (SNR) and segmental SNR (segSNR).
Languages
-
English
Full professional proficiency
-
Hindi
Native or bilingual proficiency
-
Gujarati
Native or bilingual proficiency
Recommendations received
1 person has recommended VINAY
Join now to viewMore activity by VINAY
-
Feeling amazing to share this news of my achievement. 😉
Feeling amazing to share this news of my achievement. 😉
Shared by VINAY YADAV
-
Finishing off the semester with a true vibes of student satisfaction; games and staff dinner University of East London UEL School of Architecture…
Finishing off the semester with a true vibes of student satisfaction; games and staff dinner University of East London UEL School of Architecture…
Liked by VINAY YADAV
-
As I reflect on the incredible journey that led me to my recent graduation from the University of East London, I am overwhelmed with gratitude and…
As I reflect on the incredible journey that led me to my recent graduation from the University of East London, I am overwhelmed with gratitude and…
Liked by VINAY YADAV
-
Excited to announce the launch of our web application, the Survival Prediction System, which utilizes Django and machine learning techniques! 🎉…
Excited to announce the launch of our web application, the Survival Prediction System, which utilizes Django and machine learning techniques! 🎉…
Liked by VINAY YADAV
-
I’m happy to share that I’ve obtained a new certification from Amazon Web Services (AWS).
I’m happy to share that I’ve obtained a new certification from Amazon Web Services (AWS).
Liked by VINAY YADAV
Explore collaborative articles
We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.
Explore MoreOthers named VINAY YADAV in United Kingdom
-
Vinay Yadav
-
Vinay Yadav
Supply Chain Management | Program Management | Executive Coach
-
Vinay Yadav
Founder at Cacao Partners
-
Vinay Yadav
9 others named VINAY YADAV in United Kingdom are on LinkedIn
See others named VINAY YADAV