https://github.com/tracywong117/melody-quest

A Python rhythm game based on PyGame framework.
https://github.com/tracywong117/melody-quest

music-information-retrieval pygame rhythm-game

Last synced: 20 days ago
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A Python rhythm game based on PyGame framework.

• Host: GitHub
• URL: https://github.com/tracywong117/melody-quest
• Owner: tracywong117
• License: mit
• Created: 2024-01-03T05:24:14.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-01-03T07:09:15.000Z (about 1 year ago)
• Last Synced: 2024-11-18T04:44:17.013Z (3 months ago)
• Topics: music-information-retrieval, pygame, rhythm-game
• Language: Jupyter Notebook
• Homepage:
• Size: 55.4 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Melody-Quest

Melody Quest is a rhythm game developed based on PyGame framework. It enables users to import their preferred songs and generates a beatmap for gameplay. 

## Features

- Automatic beatmap generation utilizing music information retrieval techniques

- Onset detection, melody extraction, and separation for precise beatmap creation

- Pitch estimation for accurate note generation

- Mood detection and waveform visualization using machine learning algorithms

![Demo](demo.png)

## How to run

### Prerequisite

Python 3.10.7

1. Install the dependencies

```plaintext

pip3 install -r requirements.txt

```

2. Run

```plaintext

python3 main.py

```

3. Select the music file (.wav)

## Details

1. main.py: the main program of the rhythm game 

2. LR_arousal.sav: model to predict arousal level (important)

3. RF_valence.sav: model to predict valence level (important)

4. other image files (.png): assets of the game (important)

5. mood_detection.ipynb: train the mood detection in two dimension (arousal, valence) (for reference only)

6. waveform.py: the program that can draw waveform (for reference only)

7. preprocessing.ipynb: the program that trying the preprocessing (beatmap generation, feature_extraction, mood_dection) (for refrerence only)

8. get_python_library_version: obtain the version of each python packages (for reference only)