Name: Jose R. Zapata
Type: User
Bio: Phd. Information Technologies. Data Science and Music Information Retrieval.
| Data Science Technical Leader | University Professor, UPB Colombia
Twitter: joserzapata
Location: Medellin, Colombia
Blog: https://joserzapata.github.io/
Jose R. Zapata's Projects
100 Days of ML Coding
Curated list of python software and packages related to scientific research in audio
A Python implementation of a number of beat tracking evaluation methods
Display a random Chuck Norris Joke - python
A modern template for data science projects with all the necessary tools for experiment, development, testing, and deployment. From notebooks to production.
Data analysis notebooks with python
Curated list of Python resources for data science.
Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.
Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
Demo of a data science proyect using de data science template https://github.com/JoseRZapata/data-science-project-template
Deep learning for MIR
List of Data Science Cheatsheets to rule the world
C++ library for audio and music analysis, description and synthesis, including Python bindings
Github Profile repository
A Python script to download lecture videos for a lynda.com course for personal offline use [updated version]
Matlab implementation of the: J.R. Zapata, M. Davies and E. Gómez, "Multi-feature beat tracker," IEEE/ACM Transactions on Audio, Speech and Language Processing. 22(4), pp. 816-825, 2014"
Talk about Audio signal analysis with python in PyCon 2018 in Medellin - Colombia
Charla en Pycon 2020 Colombia - Comprensión de la música con Python, una mirada desde la Física y la Matemática
Python implementation of the Matlab code from the book DAFX - digital audio effects (Work in progress)
All Algorithms implemented in Python
Continuous and Discrete Signals and Systems - Theory and computational examples
Sistemas y Señales, Repositorio de Jupyter notebooks
Results of the paper: Zapata, Jose R.; Gómez, Emilia. "Comparative Evaluation and Combination of Audio Tempo Estimation Approaches", AES 42nd International Conference: Semantic Audio, Ilmenau, Germany. pp. 198 - 207, Jul 2011. in a jupyter notebook
Your new Mentor for Data Science E-Learning.