Multimodal and multilable movie genre classification

Web app identifying song genres, suggesting similar tracks, and offering user-friendly features like search history and saved songs.

This repository contains the projects I worked on during my Codsoft internship. Each project focuses on a different machine learning problem, including credit card fraud detection, customer churn prediction, movie genre classification, and SMS spam detection.

Evaluación de sistemas de estimación del género musical mediante descriptores de audio y aprendizaje automático

Audio Pattern Recognition project - Music Genres Classification

This repository hosts a Flask-based API for predicting the genre of a song based on its lyrics. Utilizing a pre-trained machine learning model, the API provides quick and accurate genre predictions. Simply send a POST request with the song lyrics, and the API will return the predicted genre.

This project aims to clarify the role of meta data in music genre classification and how helpful or hurtful it can be to music recommendation systems. Much experimentation was done with multiple different machine learning models and results were analysed and collated into a single academic paper

This project uses the Multinomial Naive Bayes classifier to enhance movie genre classification based on metadata such as descriptions and ratings. Utilizing a dataset from Kaggle, it aims to improve content recommendation systems through accurate genre prediction.

beets plugin to auto-detect the genre for each item within your music library

Deep learning based content moderation from text, audio, video & image input modalities.

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.

Application for processing news (and other) articles

Algoritmo de predicción para géneros en base al nombre de una persona

Created as part of Audio and Music processing lab assignment. Extracts and analyses features from an audio collection, and creates playlists based on various descriptors. Can create playlists based on music similarity too.

Music Genre Classification with Vision Transfomer

🎶 Music Genre Classification with Lyrics and Audio Features

HyperFlix - Movie Website 🍿🎥

This project classifies music genres using KNN and Random Forest models on the GTZAN dataset. It includes a user-friendly interface built with Stream lit, allowing users to input audio features or upload tracks for genre prediction.

Website for predicting the Genre of the movie based on title and description of the movie

A music genre classifer system