NEHA CHAUHAN
MACHINE LEARNING RESEARCHER
TOKYO
Summary
Innovative Machine Learning Researcher | Expert in Speech Processing, NLP, LLM | Dedicated Mentor and Research Enthusiast | Top University Graduate with Excellent Academic Record
Overview
7
7
years of professional experience
13
13
years of post-secondary education
5
5
Certifications
3
3
Languages
Work History
Tokyo Tech Researcher
Isshiki Lab
01.2019 - Current
- Designing efficient TensorFlow models for speaker recognition systems and employing various toolboxes
- Implementing noise removal techniques to enhance voice data quality
- Developing a voice model for the intelligent AI robot's brain
- Dedicated to advancing next-generation AI chips by creating benchmark applications and designing models in machine learning, signal processing, and control systems
- Mentoring and guiding junior researchers and master’s students, providing support for research projects in biometrics and deep learning at Isshiki Lab
- Authoring multiple research publications in esteemed journals and conference
Research Internship
National Institute for Material Science
06.2017 - 08.2017
- Designed and implemented a sensor integration framework for a humanoid robot
- Worked with various sensors such as camera, touch, and voice recognition sensors.
Education
Ph.D. - Information and communication engineering
Tokyo Institute of Technology
Tokyo, Japan 05.2018 - 05.2024
Master’s in engineering (M.E.) - Electronics and Communication Engineering
Birla Institute of technology (BIT)
Ranchi, India 01.2015 - 04.2017
Bachelor of Technology (B.Tech) - Electronics and Communication Engineering
Bharati vidyapeeth college of engineering
Pune, India 01.2010 - 04.2014
Skills
Generative AI
LLM
NLM
Transformer Models
Coding
Large Dataset Handling
Innovative Thinking
Leadership & Collaboration
Country Of Origin
India
Current Country
Japan
Personal Information
Date of Birth: 08/16/1992
Website
- Https://www.linkedin.com/in/neha-chauhan-3729417b/
- Https://www.researchgate.net/profile/Neha-Chauhan-7
- Https://orcid.org/0000-0002-6509-4090
- Https://scholar.google.com/citations?user=V2ZWUKcAAAAJ&hl=en&oi=ao
Awards
- Best paper award for conference paper titled as “Speaker Recognition Using LPC, MFCC, ZCR Features with ANN and SVM Classifier for Large Input Database”, 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS), Singapore, 2019, 130-133
- Best project award in 2014, Android applications course certificate
- Monbukagakusho Honors Scholarship (Japanese government)
- Tokyo-tech tsubame scholarship
- Contributed as a peer reviewer for numerous esteemed journals
Publications
- Speaker recognition and verification using artificial Neural Network, The International Conference on Wireless Communications, Signal Processing and Networking, IEEE, March 2017, 23
- Speaker recognition using pattern recognition and feed-forward neural network, IJSER, 8, 3, April 2017, 3
- Speaker Recognition Using LPC, MFCC, ZCR Features with ANN and SVM Classifier for Large Input Database, 2019 IEEE 4th (ICCCS), Singapore, 2019, 130-133, 52
- Speaker Recognition using fusion of features with Feedforward Artificial Neural Network and Support Vector Machine, 2020 International Conference on Intelligent Engineering and Management (ICIEM), London, UK, 2020, 170-176, 8
- Text-Independent Speaker Recognition System Using Feature-Level Fusion for Audio Databases of Various Sizes, SN Computer Science, 4, 2023
- A Comparative Analysis of Feature Fusion, Dimension Reduction, and Feature Optimization Approaches for Speaker Recognition models, SN Computer Science, 2023, Submitted
Volunteer Experience
Group Leader, International Student Association, Tokyo, Japan, 01/2019, 03/2024, Guiding Japanese students in pursuing international academic and career goals. 5-Year Commitment to the Student Mentorship Program: Serving as a Motivational Speaker and Team Leader in the International Student Association organization and Tomonokai programs in Japan.
Certification
Machine learning for all ,https://www.coursera.org/account/accomplishments/verify/CGV7FWB97K73
Timeline
Generative AI: Introduction to Large Language Models,https://www.linkedin.com/learning/certificates/8255610b1068c284b3645251e066dbcba1daf1b2af60cfe184dac9cebe84788e
03-2024
NLP with Pytorch,https://www.linkedin.com/learning/certificates/91c79720b74b17da889aa6637e7e8fc504ce1797f2fe831c7a35513d94bdeb1d
03-2024
TinyML:Hand on course, https://www.linkedin.com/learning/certificates/0c0df9c29de81b9a1f8242270fd7be75c4e285f206cc026ce2a6eacb6a8fd898
03-2024
OpenCV Computer Vision Application Programming,https://www.udemy.com/certificate/UC-5581fe53-f943-403d-a323-a9f1de4556d5/
02-2024
Machine learning for all ,https://www.coursera.org/account/accomplishments/verify/CGV7FWB97K73
10-2022
Tokyo Tech Researcher
Isshiki Lab
01.2019 - Current
Ph.D. - Information and communication engineering
Tokyo Institute of Technology
05.2018 - 05.2024
Research Internship
National Institute for Material Science
06.2017 - 08.2017
Master’s in engineering (M.E.) - Electronics and Communication Engineering
Birla Institute of technology (BIT)
01.2015 - 04.2017
Bachelor of Technology (B.Tech) - Electronics and Communication Engineering
Bharati vidyapeeth college of engineering
01.2010 - 04.2014