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Shubh Savani's Projects

8-puzzle-problem icon 8-puzzle-problem

Implemented A* search algorithm with graph search (with no repeated states) for solving the 8-Puzzle Problem with heuristic functions h1(n) and h2(n). h1(n) is the sum of Manhattan distances of the tiles from their goals. h2(n) is the Nilsson's sequence score defined as P(n) + 3S(n), where P(n) is the Manhattan distances of the tiles from their goal states and S(n) is a piecewise function that depends on the border positions and the center piece position.

ai-sudoku-solver icon ai-sudoku-solver

Implements backtracking search algorithm using MRV and degree heuristics for the variable selection process to solve a given sudoku problem by the user.

intro2ml icon intro2ml

Great Courses: Introduction to Machine Learning

realtimestt icon realtimestt

A robust, efficient, low-latency speech-to-text library with advanced voice activity detection, wake word activation and instant transcription. Designed for real-time applications like voice assistants.

smartfit icon smartfit

Sensor Code for SmartFit Project. SmartFit is a tech-enhanced athletic shirt that gives consumers the ability to better understand their body during workouts by giving them accurate temperature readings, heart rates, and muscle movements (contractions/relaxation)

u.s.-news-ner-system icon u.s.-news-ner-system

Extracting domain-specific entities from U.S. News Headlines to determine socio-economic and political biases

whisper_mic icon whisper_mic

Project that allows one to use a microphone with OpenAI whisper.

whisper_streaming icon whisper_streaming

Whisper realtime streaming for long speech-to-text transcription and translation

wordcab-python icon wordcab-python

📖 Transcribe and Summarize any business communication at scale with Wordcab's API

wordcab-transcribe icon wordcab-transcribe

💬 ASR FastAPI server using faster-whisper and Multi-Scale Auto-Tuning Spectral Clustering for diarization.

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