Shashwat S.

Key Skills

Software

Other

Top Subject Matter

Speech Emotion Recognition

Top Data Types

Audio

Image

Text

Top Task Types

Emotion Recognition

Bounding Box

Polygon

Segmentation

Classification

Entity (NER) Classification

Point/Key Point

Cuboid

Text Generation

Question Answering

RLHF

Fine-tuning

Red Teaming

Computer Programming/Coding

Evaluation/Rating

Data Collection

Freelancer Overview

Speech Emotion Detection - Live Project. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, SB Jain Institute of Technology Management and Research (2025). AI-training focus includes data types such as Audio and labeling workflows including Emotion Recognition.

Labeling Experience

Speech Emotion Detection - Live Project

OtherAudioEmotion Recognition

Developed and deployed an LSTM-based speech emotion recognition system using audio data. Enhanced the accuracy of emotion classification through advanced data preprocessing and MFCC feature extraction. Delivered a web application for emotion detection, making the tool accessible and user-friendly. • Implemented model training and evaluation for multiple emotions in speech data. • Conducted comprehensive data cleaning and feature engineering to improve performance. • Utilized Streamlit for deployment and user interaction enhancement. • Achieved an 82% accuracy rate, validating the quality of the labeled dataset.

Not specified

Education

Work History