Colab notebooks exploring different Machine Learning topics.

Process ocean audio data archives to daily analysis products of hybrid millidecade spectra using PyPAM.

Jupyter Notebook documents for VOICEN

This repository contains a short introduction on the topic of audio and speech processing -- from basics to applications.

Flask API Serving a Machine Model to predict music genres, associated repo: https://github.com/andbluedev/Music-Genre-Classification-Notebooks

Third place winning solution notebooks and presentation slide by team Cookie Monsters from CSE-BUET for Biomed Datathon 2024 hosted by BME-BUET

Python Apps & Games + Notebook-Tutorials

A Jupyter Notebook displaying an overview of different coding schemes for cochlear implants.

My jupyter notebooks.

Various Jupyter notebooks for (mostly slicing based) audio processing.

A google collab notebooks to generate audio reactive videos based on Stylegan2 models

All my course projects, exercises and notebooks of Microsoft LEarn Courses.

Analysis notebooks and scripts of the gssp web app data collection

Jupyter notebook that converts a regular wav file into an 8d audio wav file

🎶🎼 This repository contains some notebooks that were used to train Audio Classification models in pytorch using torchaudio.

In this notebook I have tried to classify the sounds into various categories like metal, pop, classical etc. and also tried some visualization techniques on the audio data.

This notebook demonstrates visualization and analysis of music and audio files using the Librosa python library.

Visualization of the Discrete Fourier Transform and Synthesis inside a Jupyter Notebook

Machine learning notebook for SHL Grammar Scoring Challenge using audio feature extraction and regression models to predict grammar scores.

This notebook tries to preprocess the .wav files and by generating their spectrogram, we can turn the problem into a image classification problem.